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Udemy - AI & LLM Engineering Mastery GenAI, RAG Complete Guide (2.2025)

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File Name
Size
01. Introduction/1. Introduction.mp4
10 MB
01. Introduction/1. Introduction.vtt
6.3 kB
01. Introduction/2. DEMO - What You'll Build in this Course.mp4
37 MB
01. Introduction/2. DEMO - What You'll Build in this Course.vtt
9.7 kB
01. Introduction/3. Course Structure.mp4
14 MB
01. Introduction/3. Course Structure.vtt
1.7 kB
01. Introduction/4. How To Get The Most from This Course.mp4
22 MB
01. Introduction/4. How To Get The Most from This Course.vtt
3.3 kB
02. Development Environment Setup/1. Development Environment Setup - Overview.mp4
8.0 MB
02. Development Environment Setup/1. Development Environment Setup - Overview.vtt
1.2 kB
02. Development Environment Setup/2. Install Python on Windows - for WINDOWS USERS.mp4
24 MB
02. Development Environment Setup/2. Install Python on Windows - for WINDOWS USERS.vtt
3.9 kB
02. Development Environment Setup/3. Install Python on MAC - for MAC USERS.mp4
9.1 MB
02. Development Environment Setup/3. Install Python on MAC - for MAC USERS.vtt
2.5 kB
02. Development Environment Setup/4. Download Visual Studio Code.mp4
4.9 MB
02. Development Environment Setup/4. Download Visual Studio Code.vtt
1.5 kB
02. Development Environment Setup/5. Install the Python Extension Pack for VS Code.mp4
12 MB
02. Development Environment Setup/5. Install the Python Extension Pack for VS Code.vtt
2.3 kB
02. Development Environment Setup/6. Running First Python Program in VS Code.mp4
20 MB
02. Development Environment Setup/6. Running First Python Program in VS Code.vtt
5.8 kB
03. Download Source code for the AI, LLM Engineering Mastery/1. Download Code and Slides.html
405 B
04. Do You Know Python/1. Python Deep Dive - Introduction and Overview.mp4
9.2 MB
04. Do You Know Python/1. Python Deep Dive - Introduction and Overview.vtt
1.1 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/1. What is Python and Where It's Used.mp4
7.5 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/1. What is Python and Where It's Used.vtt
3.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/10. Sorting a List and Getting a List Length.mp4
45 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/10. Sorting a List and Getting a List Length.vtt
7.4 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/11. Lists and Loops - Looping through a List.mp4
22 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/11. Lists and Loops - Looping through a List.vtt
4.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/12. Making a List of Numbers with Loops and the Range Function.mp4
36 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/12. Making a List of Numbers with Loops and the Range Function.vtt
7.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/13. Statistics Functions for Numbers.mp4
21 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/13. Statistics Functions for Numbers.vtt
2.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/14. Generate Even Numbers with the List and Range.mp4
23 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/14. Generate Even Numbers with the List and Range.vtt
3.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/15. Important Code Organization Note.mp4
3.9 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/15. Important Code Organization Note.vtt
813 B
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/16. List Comprehension.mp4
30 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/16. List Comprehension.vtt
4.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/17. Tuples.mp4
16 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/17. Tuples.vtt
3.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/18. Branching - If Statements and Booleans.mp4
46 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/18. Branching - If Statements and Booleans.vtt
8.0 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/19. The Elif and the in Keywords.mp4
28 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/19. The Elif and the in Keywords.vtt
4.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/2. Python Compilation & Interpretation Process.mp4
7.1 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/2. Python Compilation & Interpretation Process.vtt
3.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/20. Hands-on - Using AND and OR Logical Operators.mp4
46 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/20. Hands-on - Using AND and OR Logical Operators.vtt
6.1 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/21. AND OR Logical Operators.mp4
2.0 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/21. AND OR Logical Operators.vtt
1.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/22. Checking for Inequalities.mp4
9.5 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/22. Checking for Inequalities.vtt
1.8 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/23. Hands-on - Inner If-Statements.mp4
24 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/23. Hands-on - Inner If-Statements.vtt
4.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/24. Data Structures - Dictionaries - Introduction and Declaring and Accessing Values.mp4
32 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/24. Data Structures - Dictionaries - Introduction and Declaring and Accessing Values.vtt
6.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/25. Modifying a Dictionary.mp4
32 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/25. Modifying a Dictionary.vtt
5.5 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/26. Iterating Through a Dictionary.mp4
28 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/26. Iterating Through a Dictionary.vtt
4.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/27. Nested Dictionaries and Looping Through Them.mp4
48 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/27. Nested Dictionaries and Looping Through Them.vtt
8.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/28. Looping through a Dictionary with a List Inside.mp4
32 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/28. Looping through a Dictionary with a List Inside.vtt
4.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/29. User Input and While Loops - User Input - Introduction.mp4
44 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/29. User Input and While Loops - User Input - Introduction.vtt
8.0 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/3. Download Python Fundamentals Code.html
198 B
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/30. Hands-on - Odd or Even Number.mp4
29 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/30. Hands-on - Odd or Even Number.vtt
6.1 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/31. While Loops & Simple Quit Program.mp4
45 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/31. While Loops & Simple Quit Program.vtt
9.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/32. Hands-on - Quiz Game.mp4
62 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/32. Hands-on - Quiz Game.vtt
10 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/33. Removing all Instances of Specific Values from a List.mp4
7.6 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/33. Removing all Instances of Specific Values from a List.vtt
1.7 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/34. Hands-on Dream Travel Itinerary Program - Filling a Dictionary with User Input.mp4
65 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/34. Hands-on Dream Travel Itinerary Program - Filling a Dictionary with User Input.vtt
11 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/35. Functions - Introduction.mp4
17 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/35. Functions - Introduction.vtt
5.5 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/36. Passing Information to a Function (parameters).mp4
24 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/36. Passing Information to a Function (parameters).vtt
6.0 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/37. Positional and Named Arguments.mp4
9.9 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/37. Positional and Named Arguments.vtt
2.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/38. Default Values - Parameters.mp4
18 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/38. Default Values - Parameters.vtt
3.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/39. Return Values from a Function.mp4
27 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/39. Return Values from a Function.vtt
5.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/4. Declaring Variables in Python.mp4
28 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/4. Declaring Variables in Python.vtt
5.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/40. Hands-on - Returning an Integer & Intro do DocString.mp4
32 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/40. Hands-on - Returning an Integer & Intro do DocString.vtt
6.0 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/41. Functions - Passing a List as Argument.mp4
17 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/41. Functions - Passing a List as Argument.vtt
2.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/42. Passing an Arbitrary Number of Arguments to a Function.mp4
41 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/42. Passing an Arbitrary Number of Arguments to a Function.vtt
5.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/43. Introduction to Modules - Importing Specific functions from a Module.mp4
34 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/43. Introduction to Modules - Importing Specific functions from a Module.vtt
7.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/44. Using the as as an Alias.mp4
10 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/44. Using the as as an Alias.vtt
1.7 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/45. Classes and OOP - Object Oriented Programming - The init and str methods.mp4
48 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/45. Classes and OOP - Object Oriented Programming - The init and str methods.vtt
13 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/46. Adding More Methods to the Class.mp4
19 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/46. Adding More Methods to the Class.vtt
2.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/47. Setting a Default Value for an Attribute.mp4
15 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/47. Setting a Default Value for an Attribute.vtt
1.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/48. Modifying Class Attribute - directly and with Methods.mp4
25 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/48. Modifying Class Attribute - directly and with Methods.vtt
2.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/49. Inheritance - Create an Ebook - Child Class.mp4
82 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/49. Inheritance - Create an Ebook - Child Class.vtt
14 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/5. Data Types.mp4
33 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/5. Data Types.vtt
6.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/50. Overriding Methods.mp4
55 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/50. Overriding Methods.vtt
6.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/51. Creating and Importing from a Module.mp4
41 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/51. Creating and Importing from a Module.vtt
6.0 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/52. The Object Class - Overview.mp4
79 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/52. The Object Class - Overview.vtt
10 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/53. The Python Standard Library.mp4
24 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/53. The Python Standard Library.vtt
1.7 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/54. Random Module - Random Fruit Hands-on.mp4
40 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/54. Random Module - Random Fruit Hands-on.vtt
7.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/55. Hands-on - Random Fruit with Choice Module Method.mp4
29 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/55. Hands-on - Random Fruit with Choice Module Method.vtt
5.0 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/56. Using Datetime Module.mp4
47 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/56. Using Datetime Module.vtt
7.8 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/57. Writing & Reading Files - Do Useful Tasks with Python - Do amazing things.mp4
12 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/57. Writing & Reading Files - Do Useful Tasks with Python - Do amazing things.vtt
840 B
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/58. The Path Class & Reading a Text File.mp4
25 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/58. The Path Class & Reading a Text File.vtt
6.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/59. Resolving Path - Reading From a Subdirectory with Path.mp4
14 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/59. Resolving Path - Reading From a Subdirectory with Path.vtt
3.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/6. Python f-Strings.mp4
23 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/6. Python f-Strings.vtt
4.0 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/60. Path Properties Overview.mp4
25 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/60. Path Properties Overview.vtt
3.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/61. Writing to Text file with Path.mp4
16 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/61. Writing to Text file with Path.vtt
3.1 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/62. Read and Write to File Using the with Keyword.mp4
26 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/62. Read and Write to File Using the with Keyword.vtt
5.5 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/63. Handling Exceptions.mp4
31 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/63. Handling Exceptions.vtt
6.5 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/64. The FileNotFound and IndexError Exceptions Types.mp4
26 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/64. The FileNotFound and IndexError Exceptions Types.vtt
4.0 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/65. Custom Exception Creation and handling.mp4
58 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/65. Custom Exception Creation and handling.vtt
9.4 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/66. JSON - Reading and Writing to a JSON File.mp4
48 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/66. JSON - Reading and Writing to a JSON File.vtt
8.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/67. Hands-on - Writing and Reading - Countries to JSON file.mp4
63 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/67. Hands-on - Writing and Reading - Countries to JSON file.vtt
9.5 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/68. Hands-on - File Organizer.mp4
103 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/68. Hands-on - File Organizer.vtt
16 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/69. Python Virtual Environment and PIP.mp4
71 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/69. Python Virtual Environment and PIP.vtt
4.3 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/7. Numbers - Integers and Floats.mp4
21 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/7. Numbers - Integers and Floats.vtt
3.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/70. Setting up Virtual Environment and Installing a Package.mp4
48 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/70. Setting up Virtual Environment and Installing a Package.vtt
8.6 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/71. Hands-on Watermarker Python Tool.mp4
19 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/71. Hands-on Watermarker Python Tool.vtt
1.4 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/72. Building an Image Watermarker in Python - Part 1.mp4
130 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/72. Building an Image Watermarker in Python - Part 1.vtt
21 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/73. Generating the Watermarked Images.mp4
112 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/73. Generating the Watermarked Images.vtt
14 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/74. Reading CSV File - Introduction.mp4
49 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/74. Reading CSV File - Introduction.vtt
7.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/75. Getting the CSV header Position.mp4
39 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/75. Getting the CSV header Position.vtt
5.9 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/76. Reading Data from a CSV Column.mp4
31 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/76. Reading Data from a CSV Column.vtt
4.2 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/77. Plotting a Graph with CSV Data.mp4
118 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/77. Plotting a Graph with CSV Data.vtt
14 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/8. Introduction to Lists - Accessing and Modifying Them.mp4
42 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/8. Introduction to Lists - Accessing and Modifying Them.vtt
8.8 kB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/9. f-Strings & Individual Values from a List.mp4
22 MB
05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/9. f-Strings & Individual Values from a List.vtt
3.8 kB
06. Deep and Machine Learning Deep Dive/1. Deep and Machine Learning Deep Dive - Overview and Breakdown.mp4
100 MB
06. Deep and Machine Learning Deep Dive/1. Deep and Machine Learning Deep Dive - Overview and Breakdown.vtt
12 kB
06. Deep and Machine Learning Deep Dive/10. Comparative Capabilities Deep Learning and Machine Learning and AI - Summary.mp4
47 MB
06. Deep and Machine Learning Deep Dive/10. Comparative Capabilities Deep Learning and Machine Learning and AI - Summary.vtt
5.5 kB
06. Deep and Machine Learning Deep Dive/2. Deep Learning Key Aspects.mp4
109 MB
06. Deep and Machine Learning Deep Dive/2. Deep Learning Key Aspects.vtt
14 kB
06. Deep and Machine Learning Deep Dive/3. Deep Neural Network Dissection - Full Dive with Analogies.mp4
101 MB
06. Deep and Machine Learning Deep Dive/3. Deep Neural Network Dissection - Full Dive with Analogies.vtt
12 kB
06. Deep and Machine Learning Deep Dive/4. The Single Neuron Computation - Deep Dive.mp4
60 MB
06. Deep and Machine Learning Deep Dive/4. The Single Neuron Computation - Deep Dive.vtt
7.1 kB
06. Deep and Machine Learning Deep Dive/5. Wights - Deep Dive.mp4
30 MB
06. Deep and Machine Learning Deep Dive/5. Wights - Deep Dive.vtt
3.6 kB
06. Deep and Machine Learning Deep Dive/6. Activation Functions - Deep Dive with Analogies.mp4
66 MB
06. Deep and Machine Learning Deep Dive/6. Activation Functions - Deep Dive with Analogies.vtt
8.4 kB
06. Deep and Machine Learning Deep Dive/7. Deep Learning Summary.mp4
20 MB
06. Deep and Machine Learning Deep Dive/7. Deep Learning Summary.vtt
2.4 kB
06. Deep and Machine Learning Deep Dive/8. Machine Learning Introduction - Machine Learning vs. Deep Learning.mp4
50 MB
06. Deep and Machine Learning Deep Dive/8. Machine Learning Introduction - Machine Learning vs. Deep Learning.vtt
6.0 kB
06. Deep and Machine Learning Deep Dive/9. Learning Types - Education System Analogy.mp4
60 MB
06. Deep and Machine Learning Deep Dive/9. Learning Types - Education System Analogy.vtt
7.2 kB
07. Generative AI (GenAI) - Deep Dive/1. GenAI Introduction and Architecture Overview.mp4
49 MB
07. Generative AI (GenAI) - Deep Dive/1. GenAI Introduction and Architecture Overview.vtt
5.6 kB
07. Generative AI (GenAI) - Deep Dive/2. GenAI Key Technologies - Limitations and challenges.mp4
58 MB
07. Generative AI (GenAI) - Deep Dive/2. GenAI Key Technologies - Limitations and challenges.vtt
6.9 kB
07. Generative AI (GenAI) - Deep Dive/3. GenAI Key Components Overview and Summary.mp4
22 MB
07. Generative AI (GenAI) - Deep Dive/3. GenAI Key Components Overview and Summary.vtt
2.2 kB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/1. LLMs - Overview.mp4
76 MB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/1. LLMs - Overview.vtt
8.6 kB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/2. The Transformer Architecture - Fundamentals.mp4
75 MB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/2. The Transformer Architecture - Fundamentals.vtt
9.3 kB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/3. The Self-Attention Mechanism - Analogy.mp4
55 MB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/3. The Self-Attention Mechanism - Analogy.vtt
6.4 kB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/4. The Transformers Library - Deep Dive.mp4
43 MB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/4. The Transformers Library - Deep Dive.vtt
5.4 kB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/5. HANDS-ON - Create a Simple LLM from the Transformers Library - Simple.mp4
136 MB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/5. HANDS-ON - Create a Simple LLM from the Transformers Library - Simple.vtt
12 kB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/6. HANDS-ON - Hands-on Enhanced Transformers LLM.mp4
94 MB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/6. HANDS-ON - Hands-on Enhanced Transformers LLM.vtt
14 kB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/7. Open-source vs. Closed-source Models - Overview.mp4
48 MB
08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/7. Open-source vs. Closed-source Models - Overview.vtt
5.8 kB
09. OpenAI Models and Setup/1. Setup OpenAI Account and API Key.mp4
46 MB
09. OpenAI Models and Setup/1. Setup OpenAI Account and API Key.vtt
6.6 kB
09. OpenAI Models and Setup/2. Using APIs Effectively in AI Projects.mp4
49 MB
09. OpenAI Models and Setup/2. Using APIs Effectively in AI Projects.vtt
4.1 kB
09. OpenAI Models and Setup/3. HANDS-ON - Making our First Call to OpenAI Model.mp4
58 MB
09. OpenAI Models and Setup/3. HANDS-ON - Making our First Call to OpenAI Model.vtt
9.3 kB
10. Prompt Engineering - Communicating with LLMs - Deep Dive/1. Prompt Engineering Introduction.mp4
25 MB
10. Prompt Engineering - Communicating with LLMs - Deep Dive/1. Prompt Engineering Introduction.vtt
4.9 kB
10. Prompt Engineering - Communicating with LLMs - Deep Dive/10. Temperature and Top-p Sampling.mp4
30 MB
10. Prompt Engineering - Communicating with LLMs - Deep Dive/10. Temperature and Top-p Sampling.vtt
5.2 kB
10. Prompt Engineering - Communicating with LLMs - Deep Dive/11. HANDS-ON - Prompt Techniques Combination and Streaming.mp4
44 MB
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10. Prompt Engineering - Communicating with LLMs - Deep Dive/3. HANDS-ON - Simple Prompting Example.mp4
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10. Prompt Engineering - Communicating with LLMs - Deep Dive/4. Advanced Prompting Techniques and Challenges.mp4
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10. Prompt Engineering - Communicating with LLMs - Deep Dive/5. HANDS-ON - Few-shots Prompting.mp4
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11. Ollama & Open-Source Models - Complete Guide/12. Summarization and Sentiment Analysis & Customizing Our Model.mp4
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11. Ollama & Open-Source Models - Complete Guide/13. Ollama REST API - Generate and Chat Endpoints.mp4
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11. Ollama & Open-Source Models - Complete Guide/14. Ollama REST API - Request JSON Mode.mp4
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11. Ollama & Open-Source Models - Complete Guide/15. Ollama Models Support Different Tasks - Summary.mp4
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11. Ollama & Open-Source Models - Complete Guide/16. Different Ways to Interact with Ollama Models.mp4
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11. Ollama & Open-Source Models - Complete Guide/17. Ollama Model Running Under Msty App.mp4
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11. Ollama & Open-Source Models - Complete Guide/18. Ollama Python SDK for Building LLM Local Applications.mp4
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11. Ollama & Open-Source Models - Complete Guide/19. HANDS-ON - Interact with Llama3 in Python Using Ollama REST API.mp4
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11. Ollama & Open-Source Models - Complete Guide/2. 2024-10-18_20-59-47-a51a04c268e98835e7d5b9e74f9dc600.png
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11. Ollama & Open-Source Models - Complete Guide/20. Ollama Python Library - Chatting with a Model.mp4
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11. Ollama & Open-Source Models - Complete Guide/22. Using Ollama Show Function.mp4
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11. Ollama & Open-Source Models - Complete Guide/23. Create a Custom Model in Code.mp4
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11. Ollama & Open-Source Models - Complete Guide/3. Ollama Deep Dive - Ollama Overview - What is Ollama and Advantages.mp4
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11. Ollama & Open-Source Models - Complete Guide/4. Ollama Key Features and Use Cases.mp4
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11. Ollama & Open-Source Models - Complete Guide/5. System Requirements & Ollama Setup - Overview.mp4
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11. Ollama & Open-Source Models - Complete Guide/6. HANDS-ON - Download and Setup Ollama and Llama3.2 Model.mp4
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11. Ollama & Open-Source Models - Complete Guide/7. Ollama Models Page - Overview.mp4
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11. Ollama & Open-Source Models - Complete Guide/8. Ollama Model Parameters Deep Dive.mp4
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11. Ollama & Open-Source Models - Complete Guide/8. Ollama Model Parameters Deep Dive.vtt
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11. Ollama & Open-Source Models - Complete Guide/9. Understanding Parameters and Disk Size and Computational Resources Needed.mp4
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12. Context & Memory Management for LLMs - Deep Dive/1. HANDS-ON - Context and Memory Management Overview.mp4
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12. Context & Memory Management for LLMs - Deep Dive/2. What is Context and Memory Management - Deep Dive.mp4
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12. Context & Memory Management for LLMs - Deep Dive/3. HANDS-ON - Adding Memory and Context to Chatbox.mp4
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12. Context & Memory Management for LLMs - Deep Dive/4. Summary.mp4
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13. Logging in LLM Applications - Deep Dive/1. Logging - Introduction - What and the Why.mp4
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13. Logging in LLM Applications - Deep Dive/2. Logging in LLM Applications and Logging Life Cycle.mp4
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13. Logging in LLM Applications - Deep Dive/2. Logging in LLM Applications and Logging Life Cycle.vtt
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13. Logging in LLM Applications - Deep Dive/3. HANDS-ON - Chatbot with Logging.mp4
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13. Logging in LLM Applications - Deep Dive/3. HANDS-ON - Chatbot with Logging.vtt
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13. Logging in LLM Applications - Deep Dive/4. Summary.mp4
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14. RAG - Retrieval-Augmented Generation - Deep Dive/1. RAG Introduction - What is it.mp4
19 MB
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14. RAG - Retrieval-Augmented Generation - Deep Dive/2. RAG Key Components - The RAG Triad.mp4
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14. RAG - Retrieval-Augmented Generation - Deep Dive/3. RAG vs. Pure GenAI Models.mp4
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14. RAG - Retrieval-Augmented Generation - Deep Dive/4. RAG Deep Dive - Full Diagram Walkthrough.mp4
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14. RAG - Retrieval-Augmented Generation - Deep Dive/5. RAG Benefits and Practical Applications.mp4
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14. RAG - Retrieval-Augmented Generation - Deep Dive/6. RAG Challenges.mp4
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14. RAG - Retrieval-Augmented Generation - Deep Dive/7. RAG Fundamentals - Takeaways - Summary.mp4
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15. Vector Databases and Embeddings - Deep Dive/1. Vector Databases and Embeddings for RAG Workflows - Introduction.mp4
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15. Vector Databases and Embeddings - Deep Dive/10. Vector Databases Use Cases.mp4
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15. Vector Databases and Embeddings - Deep Dive/10. Vector Databases Use Cases.vtt
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15. Vector Databases and Embeddings - Deep Dive/11. Vector and Traditional Databases - Summary.mp4
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15. Vector Databases and Embeddings - Deep Dive/11. Vector and Traditional Databases - Summary.vtt
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15. Vector Databases and Embeddings - Deep Dive/12. The Top 5 Vector Databases - Overview.mp4
142 MB
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15. Vector Databases and Embeddings - Deep Dive/13. Building Vector Databases - Dev Environment Setup.mp4
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15. Vector Databases and Embeddings - Deep Dive/14. Setup VS-Code, Python and OpenAI API Key.mp4
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15. Vector Databases and Embeddings - Deep Dive/14. Setup VS-Code, Python and OpenAI API Key.vtt
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15. Vector Databases and Embeddings - Deep Dive/15. Chroma Database workflow.mp4
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15. Vector Databases and Embeddings - Deep Dive/15. Chroma Database workflow.vtt
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15. Vector Databases and Embeddings - Deep Dive/16. Creating a ChromaDB and Adding Documents and Querying.mp4
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15. Vector Databases and Embeddings - Deep Dive/16. Creating a ChromaDB and Adding Documents and Querying.vtt
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15. Vector Databases and Embeddings - Deep Dive/17. Looping Through the Results & Showing Similarity Search Results.mp4
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15. Vector Databases and Embeddings - Deep Dive/18. Chroma Default Embedding Function.mp4
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15. Vector Databases and Embeddings - Deep Dive/19. Chroma Vector Database - Persisting Data and Saving.mp4
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15. Vector Databases and Embeddings - Deep Dive/2. Download Source code.html
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15. Vector Databases and Embeddings - Deep Dive/20. Creating an OpenAI Embeddings - Raw without Chroma.mp4
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15. Vector Databases and Embeddings - Deep Dive/21. Using OpenAIs Embedding API to Create Embedding in ChromaDB.mp4
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15. Vector Databases and Embeddings - Deep Dive/22. Vector Databases Metrics and Data Structures.mp4
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15. Vector Databases and Embeddings - Deep Dive/22. Vector Databases Metrics and Data Structures.vtt
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15. Vector Databases and Embeddings - Deep Dive/23. Summary.mp4
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15. Vector Databases and Embeddings - Deep Dive/24. Vector Similarity Deep Dive - Cosine Similarity.mp4
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15. Vector Databases and Embeddings - Deep Dive/25. Eucledian Distance - L2 Norm.mp4
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15. Vector Databases and Embeddings - Deep Dive/25. Eucledian Distance - L2 Norm.vtt
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15. Vector Databases and Embeddings - Deep Dive/26. Dot Product.mp4
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15. Vector Databases and Embeddings - Deep Dive/26. Dot Product.vtt
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15. Vector Databases and Embeddings - Deep Dive/27. Summary.mp4
20 MB
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15. Vector Databases and Embeddings - Deep Dive/28. Vector Databases and LLM - Deep Dive.mp4
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15. Vector Databases and Embeddings - Deep Dive/28. Vector Databases and LLM - Deep Dive.vtt
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15. Vector Databases and Embeddings - Deep Dive/29. Loading all Documents.mp4
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15. Vector Databases and Embeddings - Deep Dive/3. Introduction to Vector Databases - Full Overview.mp4
85 MB
15. Vector Databases and Embeddings - Deep Dive/3. Introduction to Vector Databases - Full Overview.vtt
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15. Vector Databases and Embeddings - Deep Dive/30. Generating Embeddings from Documents and Insert to Vector Database.mp4
92 MB
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15. Vector Databases and Embeddings - Deep Dive/31. Getting the Relevant Chunks when Given a Query.mp4
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15. Vector Databases and Embeddings - Deep Dive/31. Getting the Relevant Chunks when Given a Query.vtt
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15. Vector Databases and Embeddings - Deep Dive/32. Using OpenAI LLM to Generate Response - Full Workflow.mp4
75 MB
15. Vector Databases and Embeddings - Deep Dive/32. Using OpenAI LLM to Generate Response - Full Workflow.vtt
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15. Vector Databases and Embeddings - Deep Dive/33. Summary.mp4
26 MB
15. Vector Databases and Embeddings - Deep Dive/33. Summary.vtt
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15. Vector Databases and Embeddings - Deep Dive/4. Why Vector Databases.mp4
204 MB
15. Vector Databases and Embeddings - Deep Dive/4. Why Vector Databases.vtt
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15. Vector Databases and Embeddings - Deep Dive/5. Vector Databases - Benefits and Advantages.mp4
58 MB
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15. Vector Databases and Embeddings - Deep Dive/6. Traditional vs. Vector Databases - Limitations and challenges.mp4
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15. Vector Databases and Embeddings - Deep Dive/6. Traditional vs. Vector Databases - Limitations and challenges.vtt
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15. Vector Databases and Embeddings - Deep Dive/7. Vector Databases & Embeddings - Full Overview.mp4
158 MB
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15. Vector Databases and Embeddings - Deep Dive/8. Embeddings vs. Vectors - Differences.mp4
57 MB
15. Vector Databases and Embeddings - Deep Dive/8. Embeddings vs. Vectors - Differences.vtt
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15. Vector Databases and Embeddings - Deep Dive/9. Vector Databases - How They Work and Advantages.mp4
61 MB
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16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/1. Building a RAG Pipeline - Overview.mp4
9.6 MB
16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/1. Building a RAG Pipeline - Overview.vtt
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16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/2. First RAG Workflow Architectural Diagram.mp4
59 MB
16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/2. First RAG Workflow Architectural Diagram.vtt
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16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/3. Setting up the Embedding Model Class.mp4
76 MB
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16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/4. HANDS-ON - Building and Showcasing the RAG Workflow.mp4
143 MB
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16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/5. HANDS-ON - RAG Workflow with UI - Streamlit.mp4
89 MB
16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/5. HANDS-ON - RAG Workflow with UI - Streamlit.vtt
12 kB
16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/6. First RAG Pipeline Summary.mp4
32 MB
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17. HANDS-ON - Build a PDF RAG System with Text Chunking/1. PDF RAG Workflow - Architecture Overview.mp4
78 MB
17. HANDS-ON - Build a PDF RAG System with Text Chunking/1. PDF RAG Workflow - Architecture Overview.vtt
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17. HANDS-ON - Build a PDF RAG System with Text Chunking/2. PDF and Chunk Processing and Chunk Overlap - Deep Dive.mp4
101 MB
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17. HANDS-ON - Build a PDF RAG System with Text Chunking/3. Setting up the SimpleRAGSystem Class and Methods.mp4
111 MB
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17. HANDS-ON - Build a PDF RAG System with Text Chunking/4. Testing the PDF RAG System.mp4
116 MB
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17. HANDS-ON - Build a PDF RAG System with Text Chunking/5. Simple PDF RAG Workflow - Summary.mp4
23 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/1. LLM Frameworks Introduction - LangChain Fundamentals.mp4
51 MB
18. LLM Tools and Frameworks - LangChain Deep Dive/1. LLM Frameworks Introduction - LangChain Fundamentals.vtt
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18. LLM Tools and Frameworks - LangChain Deep Dive/10. LangChain DirectoryLoader.mp4
44 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/11. LangChain PDFLoader.mp4
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18. LLM Tools and Frameworks - LangChain Deep Dive/12. Hands-on LangChain Chains.mp4
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18. LLM Tools and Frameworks - LangChain Deep Dive/13. Hands-on - Simple RAG System with Chat and LangChain Chains.mp4
65 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/14. Hands-on Full RAG System QA Bot Using LangChain.mp4
178 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/2. What is LangChain and and Main Components.mp4
80 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/3. LangChain Setup and ChatModel.mp4
92 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/4. Hands-on - LangChain ChatPromptTemplates.mp4
52 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/5. Indexes, Retrievers and Data Preparation - Overview.mp4
39 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/6. Hands-On - LangChain TextLoaders.mp4
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18. LLM Tools and Frameworks - LangChain Deep Dive/7. Hands-on Text Splitting and Cleaning.mp4
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18. LLM Tools and Frameworks - LangChain Deep Dive/8. Hands-on Embeddings and Retriever with FAISS VectorStore.mp4
94 MB
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18. LLM Tools and Frameworks - LangChain Deep Dive/9. LangChain TextSplitter - Deep Dive.mp4
29 MB
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19. HANDS-ON - Building LLM Applications with LangChain/1. LLM Application - News Summarizer - Architectural Overview.mp4
24 MB
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19. HANDS-ON - Building LLM Applications with LangChain/2. News Summarizer - Full Implementation.mp4
200 MB
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26 kB
19. HANDS-ON - Building LLM Applications with LangChain/3. LLM Application - Youtube Video Summarizer - Architectural Overview.mp4
23 MB
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19. HANDS-ON - Building LLM Applications with LangChain/4. Youtube Video Summarizer & Q&A Dependency Setup.mp4
55 MB
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19. HANDS-ON - Building LLM Applications with LangChain/5. Youtube Video Summarizer Class Setup and Walkthrough.mp4
149 MB
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19. HANDS-ON - Building LLM Applications with LangChain/6. Youtube Video Summarizer Q&A - Testing the Workflow.mp4
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19. HANDS-ON - Building LLM Applications with LangChain/7. LLM Application - Voice Assistant RAG System - Architectural Overview.mp4
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19. HANDS-ON - Building LLM Applications with LangChain/8. Voice Assistant RAG System - Demo.mp4
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19. HANDS-ON - Building LLM Applications with LangChain/8. Voice Assistant RAG System - Demo.vtt
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19. HANDS-ON - Building LLM Applications with LangChain/9. Voice Assistant RAG System - Walkthrough and Demo.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/1. RAG and the RAG Triad - Quick Overview and Recap.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/10. Re-Ranking & Cross-encoder and Bi-encoders - Overview.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/11. Reranking Technique RAG System Workflow Architecture.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/11. Reranking Technique RAG System Workflow Architecture.vtt
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/12. Cohere Rerank API Key Setup.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/13. Hands-on - Re-ranking Implementation with Cohere - Full Implementation.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/13. Hands-on - Re-ranking Implementation with Cohere - Full Implementation.vtt
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/14. Re-ranking Summary.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/2. What is RAG and Naive RAG Overview and Pitfalls - Motivation.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/3. Deep Dive into Each Naive RAG Drawbacks.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/4. Advanced RAG Technique - Query Expansion with Multiple Queries - Overview.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/5. Hands-on - Query Expansion with Multiple Queries - Generate Multiple Queries.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/6. Query Expansion Workflow Architectural Diagram.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/7. Hands-on- Setting up the Workflow and Code Walkthrough.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/8. Query Expansion Full RAG Workflow.mp4
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20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/9. Query Expansion with Multiple Queries Downsides & Summary.mp4
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21. Multimodal RAG - Deep Dive/1. Multimodal RAG Source Code.html
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21. Multimodal RAG - Deep Dive/10. HANDS-ON - Multimodal Recommender System - Overview.mp4
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21. Multimodal RAG - Deep Dive/11. Getting our Dataset from HuggingFace & showing Number of Rows.mp4
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21. Multimodal RAG - Deep Dive/12. Saving Images Embeddings to Vector Database.mp4
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21. Multimodal RAG - Deep Dive/13. Testing our MultiModal Recommender System - Fetching the Correct Images.mp4
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21. Multimodal RAG - Deep Dive/14. Setting up the RAG Workflow.mp4
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21. Multimodal RAG - Deep Dive/15. Putting it all Together and Testing the Multimodal Recommender RAG System.mp4
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21. Multimodal RAG - Deep Dive/16. Adding a Streamlit UI to the Multimodal Recommender System.mp4
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21. Multimodal RAG - Deep Dive/2. RAG & Multimodal RAG - Recap and Overview.mp4
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21. Multimodal RAG - Deep Dive/3. RAG Benefits and Practical Applications.mp4
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21. Multimodal RAG - Deep Dive/4. Multimodal RAG - Overview & Motivation and Benefits - How it Works.mp4
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21. Multimodal RAG - Deep Dive/5. How Search Is Integrated into a Multimodal RAG System - Full Workflow.mp4
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21. Multimodal RAG - Deep Dive/6. Why Multimodal Search is so Powerful.mp4
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21. Multimodal RAG - Deep Dive/7. Visual Explanation Why Multimodal Search is so Powerful.mp4
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21. Multimodal RAG - Deep Dive/7. Visual Explanation Why Multimodal Search is so Powerful.vtt
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21. Multimodal RAG - Deep Dive/8. HANDS-on Multimodal Search System setup - Create Embeddings from Images.mp4
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21. Multimodal RAG - Deep Dive/9. Finish the Multimodal Search System.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/1. AI Agents Deep Dive - A Full Overview.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/1. AI Agents Deep Dive - A Full Overview.vtt
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22. AI Agents & Agentic Workflows - Deep Dive/10. Agent Introduction - Section Summary.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/11. LangGraph - Overview & Key Concepts.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/11. LangGraph - Overview & Key Concepts.vtt
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22. AI Agents & Agentic Workflows - Deep Dive/12. LangGraph - How It Helps Build AI Agents.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/13. LangGraph Core Concepts - Simple Flow Diagram.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/14. LangGraph - Data and State - Overview.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/15. Building a Simple Agent with LangChain.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/16. LangGraph Simple Bot - Streaming Values - Console App.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/17. Adding Tools to our Basic LangGraph Agent.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/18. Adding tools to the Agent - Part 1.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/19. Adding Tools to the Agent - Using Built-in Tools - Part 2.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/2. Agents Characteristics and Use Cases.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/20. Adding Memory to Our Agent State.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/21. Adding Human-in-the-loop to the AI Agent.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/22. Building AI Agents with LangChain - Section Summary.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/23. Hands-on - Build a Financial Report Writer AI Agent.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/24. Agent State and Prompts Setup.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/25. Creating All Nodes - Functions.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/26. Adding Nodes and Edges and Running our Agent.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/27. Adding a GUI to the Agent with Streamlit.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/28. Optimization Techniques - Overview.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/29. Financial Report Writer AI Agent - Course Summary.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/3. Download Source Code for AI Agents Section.html
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22. AI Agents & Agentic Workflows - Deep Dive/4. Building our First AI Agent - Project Setup (OpenAI API).mp4
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22. AI Agents & Agentic Workflows - Deep Dive/5. Build our First AI Agent - Creating the Agent Class and Prompt.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/6. First AI Agent - Running our First Agent and Seeing the Results.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/7. Passing Complex Queries Through the Agent.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/8. First Agent - Using a Loop to Automate our Agent.mp4
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22. AI Agents & Agentic Workflows - Deep Dive/9. Adding Interactive to Our Agent - Console App.mp4
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23. Fine-tuning LLMs/1. Fine-tuning Introduction - Overview.mp4
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23. Fine-tuning LLMs/1. Fine-tuning Introduction - Overview.vtt
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23. Fine-tuning LLMs/2. Fine-tuning Techniques - Overview.mp4
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23. Fine-tuning LLMs/3. Fine-tuning Comparison of Techniques.mp4
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23. Fine-tuning LLMs/4. Fine-tuning General Process - Overview.mp4
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23. Fine-tuning LLMs/5. Fine-tuning OpenAI Models Pricing.mp4
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23. Fine-tuning LLMs/6. Tokens and the Tokenizer OpenAI Tool.mp4
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23. Fine-tuning LLMs/7. HANDS-ON - Fine-tuning an OpenAI Model - Full Walkthrough.mp4
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23. Fine-tuning LLMs/8. Crating a Chatbot with our Fine-tuned Model and Testing.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/1. LoRA Introduction - Benefits.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/1. LoRA Introduction - Benefits.vtt
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24. Fine-Tuning Technique - LoRA Deep Dive/2. LoRA Deep Analysis.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/3. LoRA Implementation Strategy Workflow.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/4. Hands-on - Training Models - LoRA and PEFT.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/5. Running LoRA Model Fine-tuning and Testing.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/6. Creating an API Service to Interface with Our Fine-tuned Models.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/6. Creating an API Service to Interface with Our Fine-tuned Models.vtt
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24. Fine-Tuning Technique - LoRA Deep Dive/7. Testing our LoRA Model API Endpoint.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/7. Testing our LoRA Model API Endpoint.vtt
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24. Fine-Tuning Technique - LoRA Deep Dive/8. Chatting with LoRA Fine-tuned Models.mp4
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24. Fine-Tuning Technique - LoRA Deep Dive/8. Chatting with LoRA Fine-tuned Models.vtt
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24. Fine-Tuning Technique - LoRA Deep Dive/9. Full LoRA Workflow - Train and Chat with Fine-tuned Models.mp4
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25. Wrap up and Next Steps/1. Wrap up and Next Steps.mp4
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25. Wrap up and Next Steps/1. Wrap up and Next Steps.vtt
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