[ DevCourseWeb.com ] Udemy - Fast-Track Machine Learning in Python and ChatGPT

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1. Install Python and Jupyter Notebook.html

214 B

~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1.1 Mac.pdf

1.5 MB

~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1.2 Windows.pdf

930 kB

~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/2. Setting Up ChatGPT for Easy Machine Learning.html

190 B

~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/2.1 Instructions of setting up ChatGPT.pdf

409 kB

~Get Your Files Here !/2. What is Machine Learning/1. Machine Learning and Its Characteristics.mp4

11 MB

~Get Your Files Here !/2. What is Machine Learning/2. Complete Machine Learning Work-flow.mp4

9.4 MB

~Get Your Files Here !/2. What is Machine Learning/3. Practice datasets.html

303 B

~Get Your Files Here !/2. What is Machine Learning/4. Instructions for Quizzes IMPORTANT.html

295 B

~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/1. Load your dataset into Python environment.mp4

39 MB

~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/2. Handling missing values with Scikit-learn.mp4

81 MB

~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/3. Identify and deal with inconsistent data.mp4

62 MB

~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/4. Dealing with miss-identified data types.mp4

40 MB

~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/5. Address and remove duplicated data.mp4

28 MB

~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/6. QUIZ 1 Data Cleaning.html

156 B

~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/7. Solution 1 Data Cleaning.html

71 B

~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/7.1 Data Cleaning (Solution).ipynb

35 kB

~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/1. Sorting and arranging dataset.mp4

31 MB

~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/2. Filter data based on conditions.mp4

72 MB

~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/3. Merging or adding of supplementary variables.mp4

31 MB

~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/4. Concatenating or adding of supplementary data.mp4

31 MB

~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/5. QUIZ 2 Data Manipulation.html

156 B

~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/6. Solution 2 Data Manipulation.html

71 B

~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/6.1 Data Manipulation (Solution).ipynb

85 kB

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/1. Feature engineering Generating new data.mp4

104 MB

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/2. Extracting day, months, year from date variable.mp4

32 MB

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/3. Feature encoding Assigning numeric values.mp4

33 MB

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/4. Creating dummy variables for nominal data.mp4

47 MB

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/5. Data standardizing and normalizing with StandardScaler.mp4

85 MB

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/6. Splitting data into training and testing set.mp4

39 MB

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/7. QUIZ 3 Data Preprocessing.html

156 B

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/8. Solution 3 Data Preprocessing.html

71 B

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/8.1 Data Preprocessing (Solution).ipynb

138 kB

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/1. Read It IMPORTANT.html

690 B

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/2. Linear regression ML model.mp4

116 MB

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/3. Decision Tree regression ML model.mp4

57 MB

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/4. Random Forest regression ML model.mp4

57 MB

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/5. Support Vector regression ML model.mp4

43 MB

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/6. XGBoost regression ML model.mp4

48 MB

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/7. QUIZ 4 ML Model Application Part 1.html

156 B

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/8. Solution 4 ML Model Application Part 1.html

71 B

~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/8.1 ML model application Part 1 (Solution).ipynb

516 kB

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/1. Read It IMPORTANT.html

334 B

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/2. Logistic Regression ML model.mp4

139 MB

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/3. Decision Tree classification ML model.mp4

77 MB

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/4. Random Forest classification ML model.mp4

69 MB

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/5. K Nearest Neighbours classification ML model.mp4

120 MB

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/6. LightGBM classification ML model.mp4

82 MB

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/7. QUIZ 5 ML Model Application Part 2.html

156 B

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/8. Solution 5 ML Model Application Part 2.html

71 B

~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/8.1 ML model application Part 2 (Solution).ipynb

696 kB

~Get Your Files Here !/8. Hands-on Machine Learning Application Part 3 Clustering/1. KMeans Clustering ML model.mp4

128 MB

~Get Your Files Here !/8. Hands-on Machine Learning Application Part 3 Clustering/2. Final QUIZ ML Model Application Part 3.html

156 B

~Get Your Files Here !/8. Hands-on Machine Learning Application Part 3 Clustering/3. Final Solution Fast-Track ML in Python & ChatGPT.html

47 B

~Get Your Files Here !/8. Hands-on Machine Learning Application Part 3 Clustering/3.1 Fast-Track ML in Python & ChatGPT (Solution).ipynb

750 kB

~Get Your Files Here !/9. Tips, Tricks and Resources/1. ChatGPT Your best code companion.mp4

60 MB

~Get Your Files Here !/9. Tips, Tricks and Resources/2. Course resources.html

44 B

~Get Your Files Here !/9. Tips, Tricks and Resources/2.1 Complete ML workflow.pptx

48 kB

~Get Your Files Here !/9. Tips, Tricks and Resources/2.2 ML.pptx

40 kB

~Get Your Files Here !/Bonus Resources.txt

386 B