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[ WebToolTip.com ] AI for Beginners - Introduction to Artificial Intelligence

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File Name
Size
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1 - Understanding AI – Concepts & Context/1 - 1.1 What is Artificial Intelligence.mp4
130 MB
~Get Your Files Here !/1 - Understanding AI – Concepts & Context/2 - 1.2 Evolution of AI (Turing → Today).mp4
72 MB
~Get Your Files Here !/1 - Understanding AI – Concepts & Context/3 - 1.3 Real Life Application Healthcare, Education, Finance, Entertainment.mp4
94 MB
~Get Your Files Here !/1 - Understanding AI – Concepts & Context/4 - 1.4 Narrow AI vs General AI vs Super AI.mp4
103 MB
~Get Your Files Here !/1 - Understanding AI – Concepts & Context/5 - 1.5 AI vs ML vs Deep Learning.mp4
53 MB
~Get Your Files Here !/1 - Understanding AI – Concepts & Context/6 - 1.6 AI - Not AI Sorting Game.mp4
33 MB
~Get Your Files Here !/2 - Math, Logic & Reasoning for AI/10 - 2.4 What is “normal” in statistics (mean, variance, normal curve).mp4
66 MB
~Get Your Files Here !/2 - Math, Logic & Reasoning for AI/11 - 2.5 How logic gates turn into decisions (AND_OR_NOT rules).mp4
55 MB
~Get Your Files Here !/2 - Math, Logic & Reasoning for AI/12 - 2.6 Project Smart Student Assistant.mp4
44 MB
~Get Your Files Here !/2 - Math, Logic & Reasoning for AI/7 - 2.1 Numbers Patterns Decisions.mp4
41 MB
~Get Your Files Here !/2 - Math, Logic & Reasoning for AI/8 - 2.2 Visualising vectors and matrices.mp4
59 MB
~Get Your Files Here !/2 - Math, Logic & Reasoning for AI/9 - 2.3 Understanding probability using daily examples (dice, diagnosis, spam).mp4
41 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/13 - 3.1 Definition of ML and why it’s the core of AI.mp4
34 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/14 - 3.2 Supervised vs Unsupervised Learning.mp4
77 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/15 - 3.3 Classification (spam detection, disease prediction).mp4
85 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/16 - 3.4 Regression (exam scores, house price prediction).mp4
70 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/17 - 3.5 Clustering.mp4
108 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/18 - 3.6 Model Evaluation.mp4
53 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/19 - 3.7.1 Hands-On Project -1.mp4
28 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/20 - 3.7.2 Project Practical Demonstration.mp4
123 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/21 - 3.8.1 Hands-On Project-2.mp4
22 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/22 - 3.8.2 Project, Ptactical Demonstration.mp4
256 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/23 - 3.9 Knowledge Check Part-1.mp4
61 MB
~Get Your Files Here !/3 - Machine Learning - How AI Learns/24 - 3.10 Knowledge Check Part-2.mp4
32 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/25 - 4.1 Introduction.mp4
18 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/26 - 4.2 What is a neuron.mp4
34 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/27 - 4.3 Layers, weights, and activation functions.mp4
36 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/28 - 4.4 Training a neural network_ how it learns (gradient descent, loss functions).mp4
44 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/29 - 4.5 Activation Functions.mp4
44 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/30 - 4.6 Visualizing how data passes through layers.mp4
28 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/31 - 4.7 Real-world NN example MNIST digit recognition.mp4
48 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/32 - 4.8 Keytakaways.mp4
20 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/33 - 4.9.1 Hands on Project.mp4.mp4
42 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/34 - 4.9.2 Project Practical Demonstration.mp4
261 MB
~Get Your Files Here !/4 - Neural Networks – The Brain of AI/35 - 4.10 knowledge check.mp4
54 MB
~Get Your Files Here !/5 - Everyday AI Applications/36 - 5.1 Module Introduction.mp4
19 MB
~Get Your Files Here !/5 - Everyday AI Applications/37 - 5.2 AI in Vision (face recognition, OCR).mp4
47 MB
~Get Your Files Here !/5 - Everyday AI Applications/38 - 5.3 AI in Language (translation, sentiment analysis, chatbots).mp4
51 MB
~Get Your Files Here !/5 - Everyday AI Applications/39 - 5.4 AI in Recommendations (YouTube, Amazon, Netflix).mp4
62 MB
~Get Your Files Here !/5 - Everyday AI Applications/40 - 5.5 AI in Health, Governance, Education, Finance.mp4
165 MB
~Get Your Files Here !/5 - Everyday AI Applications/41 - 5.6 Conversational AI and Voice Assistants.mp4
40 MB
~Get Your Files Here !/5 - Everyday AI Applications/42 - 5.7 Key Takeaways.mp4
22 MB
~Get Your Files Here !/5 - Everyday AI Applications/43 - 5.8 Hands on Project.mp4
85 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/44 - 6.1 Module 6 Introduction.mp4
14 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/45 - 6.2 AI bias where it comes from.mp4
30 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/46 - 6.3 Types of AI Bias in Practice.mp4
38 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/47 - 6.4 Case studies of real-world AI failures.mp4
70 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/48 - 6.5 AI and privacy, misinformation, job impact.mp4
69 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/49 - 6.6 Laws and principles GDPR, explainability, accountability.mp4
52 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/50 - 6.7 What’s next Generative AI, LLMs, robotics.mp4
73 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/51 - 6.8 Key Takeaways.mp4
26 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/52 - 6.9 MINI project.mp4
55 MB
~Get Your Files Here !/6 - Responsible AI & Future Readiness/53 - 6.10 Knowledge check.mp4
126 MB
~Get Your Files Here !/7 - Final Project/54 - Project.mp4
149 MB
~Get Your Files Here !/Bonus Resources.txt
70 B