Udemy - Python for Data Science Pro - The Complete Mastery Course

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Module 1 Introduction to Python and Data Science
• 1 - Variables data types and operators.mp4 (30.0 MB)
• 2 - Control Flow Conditionals and Loops.mp4 (17.2 MB)
• 3 - Functions and Modules.mp4 (20.1 MB)
2 - Module 2 Data Manipulation with Python
• 10 - Sorting and Filtering Data.mp4 (35.5 MB)
• 11 - Grouping and Aggregation.mp4 (31.9 MB)
• 4 - Understanding Arrays and Matrices.mp4 (48.9 MB)
• 5 - Array Operations.mp4 (33.7 MB)
• 6 - DataFrames and Series.mp4 (19.9 MB)
• 7 - Data Cleaning and Preparation.mp4 (33.1 MB)
• 8 - Handling Missing Data.mp4 (25.8 MB)
• 9 - Merging and Joining Data.mp4 (30.5 MB)
3 - Module 3 Data Visualization
• 12 - Basic Plots Line Bar Scatter.mp4 (39.1 MB)
• 13 - Customizing Plots.mp4 (58.9 MB)
• 14 - Subplots and Figures.mp4 (26.7 MB)
• 15 - Creating Interactive Charts.mp4 (60.6 MB)
4 - Module 4 Statistical Analysis
• 16 - Measures of Central Tendency.mp4 (29.5 MB)
• 17 - Measures of Variability.mp4 (25.6 MB)
• 18 - Normal Binomial and Other Distributions.mp4 (47.8 MB)
• 19 - Null and Alternative Hypotheses.mp4 (33.5 MB)
5 - Module 5 Introduction to Machine Learning
• 20 - Feature Scaling and Normalization.mp4 (37.9 MB)
• 21 - Encoding Categorical Variables.mp4 (56.9 MB)
• 22 - Handling Imbalanced Data.mp4 (49.5 MB)
• 23 - Linear and Logistic Regression.mp4 (100.9 MB)
6 - Module 6 Advanced Topics in Data Science
• 24 - Introduction to Time Series Data.mp4 (24.1 MB)
• 25 - Decomposition ARIMA Models.mp4 (71.1 MB)
• 26 - Text Preprocessing.mp4 (28.8 MB)
• 27 - Sentiment Analysis.mp4 (20.2 MB)
• Bonus Resources.txt (0.4 KB)