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[ DevCourseWeb com ] Udemy - Python for Data Science Pro - The Complete Mastery Course
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Get Bonus Downloads Here.url (Size: 1.01 GB) (Files: 29)
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1 - Module 1 Introduction to Python and Data Science
1 - Variables data types and operators.mp4
2 - Control Flow Conditionals and Loops.mp4
3 - Functions and Modules.mp4
2 - Module 2 Data Manipulation with Python
10 - Sorting and Filtering Data.mp4
11 - Grouping and Aggregation.mp4
4 - Understanding Arrays and Matrices.mp4
5 - Array Operations.mp4
6 - DataFrames and Series.mp4
7 - Data Cleaning and Preparation.mp4
8 - Handling Missing Data.mp4
9 - Merging and Joining Data.mp4
3 - Module 3 Data Visualization
12 - Basic Plots Line Bar Scatter.mp4
13 - Customizing Plots.mp4
14 - Subplots and Figures.mp4
15 - Creating Interactive Charts.mp4
4 - Module 4 Statistical Analysis
16 - Measures of Central Tendency.mp4
17 - Measures of Variability.mp4
18 - Normal Binomial and Other Distributions.mp4
19 - Null and Alternative Hypotheses.mp4
5 - Module 5 Introduction to Machine Learning
20 - Feature Scaling and Normalization.mp4
21 - Encoding Categorical Variables.mp4
22 - Handling Imbalanced Data.mp4
23 - Linear and Logistic Regression.mp4
6 - Module 6 Advanced Topics in Data Science
24 - Introduction to Time Series Data.mp4
25 - Decomposition ARIMA Models.mp4
26 - Text Preprocessing.mp4
27 - Sentiment Analysis.mp4
Bonus Resources.txt
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