Udemy - Python for Data Science - The Complete Data Science Bootcamp
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/1 - Introduction to Data Science and Python/1. What is Data Science.mp4 | 31.19 MB |
| ~Get Your Files Here !/1 - Introduction to Data Science and Python/2. Why Python for Data Science.mp4 | 37.94 MB |
| ~Get Your Files Here !/1 - Introduction to Data Science and Python/3. Introduction to Jupyter Notebooks.mp4 | 11.9 MB |
| ~Get Your Files Here !/1 - Introduction to Data Science and Python/4. First Python Script “Hello Data ”.mp4 | 58.1 MB |
| ~Get Your Files Here !/2 - Python Fundamentals for Data Science/5. Variables Data Types and Operators.mp4 | 64.43 MB |
| ~Get Your Files Here !/2 - Python Fundamentals for Data Science/6. Control Flow Conditionals and Loops.mp4 | 74.23 MB |
| ~Get Your Files Here !/2 - Python Fundamentals for Data Science/7. Functions and Scope.mp4 | 62.71 MB |
| ~Get Your Files Here !/2 - Python Fundamentals for Data Science/8. Working with Modules and Packages.mp4 | 81.07 MB |
| ~Get Your Files Here !/2 - Python Fundamentals for Data Science/9. Error Handling and Assertions.mp4 | 108.69 MB |
| ~Get Your Files Here !/3 - Working with Data Using Pandas/10. Introduction to Pandas Series and DataFrames.mp4 | 81.27 MB |
| ~Get Your Files Here !/3 - Working with Data Using Pandas/11. Reading & Writing Data (CSV Excel JSON).mp4 | 79.7 MB |
| ~Get Your Files Here !/3 - Working with Data Using Pandas/12. Data Cleaning & Preprocessing.mp4 | 116.96 MB |
| ~Get Your Files Here !/3 - Working with Data Using Pandas/13. Handling Missing Values & Duplicates.mp4 | 110.71 MB |
| ~Get Your Files Here !/3 - Working with Data Using Pandas/14. Data Transformation & Feature Engineering.mp4 | 109.24 MB |
| ~Get Your Files Here !/3 - Working with Data Using Pandas/15. Grouping Sorting and Aggregating Data.mp4 | 80.29 MB |
| ~Get Your Files Here !/4 - Numerical Computing with NumPy/16. Arrays vs Lists.mp4 | 64.65 MB |
| ~Get Your Files Here !/4 - Numerical Computing with NumPy/17. Creating Indexing and Slicing Arrays.mp4 | 50.32 MB |
| ~Get Your Files Here !/4 - Numerical Computing with NumPy/18. Mathematical Operations with NumPy.mp4 | 86.87 MB |
| ~Get Your Files Here !/4 - Numerical Computing with NumPy/19. Broadcasting and Vectorization.mp4 | 49.55 MB |
| ~Get Your Files Here !/4 - Numerical Computing with NumPy/20. Useful NumPy Functions for Data Science.mp4 | 96.51 MB |
| ~Get Your Files Here !/5 - Data Visualization/21. Introduction to Data Visualization.mp4 | 59.83 MB |
| ~Get Your Files Here !/5 - Data Visualization/22. Plotting with Matplotlib.mp4 | 102.06 MB |
| ~Get Your Files Here !/5 - Data Visualization/23. Customizing Charts (Colors Labels Legends).mp4 | 87.79 MB |
| ~Get Your Files Here !/5 - Data Visualization/24. Advanced Charts Heatmaps Pairplots and Violin Plots.mp4 | 91.42 MB |
| ~Get Your Files Here !/5 - Data Visualization/25. Interactive Visualizations (optional Plotly Altair).mp4 | 57.75 MB |
| ~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/26. What is EDA.mp4 | 53.05 MB |
| ~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/27. Identifying Patterns Outliers & Trends.mp4 | 53.8 MB |
| ~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/28. Descriptive Statistics.mp4 | 72.12 MB |
| ~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/29. Correlation Analysis.mp4 | 47.14 MB |
| ~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/30. Using Pandas Profiling & Sweetviz (Optional).mp4 | 63.91 MB |
| ~Get Your Files Here !/7 - Introduction to Statistics for Data Science/31. Mean Median Mode Variance Standard Deviation.mp4 | 55.32 MB |
| ~Get Your Files Here !/7 - Introduction to Statistics for Data Science/32. Probability Concepts.mp4 | 43.95 MB |
| ~Get Your Files Here !/7 - Introduction to Statistics for Data Science/33. Hypothesis Testing.mp4 | 41.44 MB |
| ~Get Your Files Here !/7 - Introduction to Statistics for Data Science/34. Confidence Intervals.mp4 | 48.5 MB |
| ~Get Your Files Here !/7 - Introduction to Statistics for Data Science/35. Linear Regression Intuition.mp4 | 90.39 MB |
| ~Get Your Files Here !/8 - Machine Learning with Scikit Learn/36. What is Machine Learning.mp4 | 38.71 MB |
| ~Get Your Files Here !/8 - Machine Learning with Scikit Learn/37. Supervised vs Unsupervised Learning.mp4 | 72.92 MB |
| ~Get Your Files Here !/8 - Machine Learning with Scikit Learn/38. ML Workflow (Prepare Train Evaluate Tune).mp4 | 77.16 MB |
| ~Get Your Files Here !/8 - Machine Learning with Scikit Learn/39. Regression Algorithms Linear Ridge Lasso.mp4 | 108.85 MB |
| ~Get Your Files Here !/8 - Machine Learning with Scikit Learn/40. Classification Algorithms Logistic Regression KNN Decision Trees.mp4 | 105.59 MB |
| ~Get Your Files Here !/8 - Machine Learning with Scikit Learn/41. Clustering K Means.mp4 | 40.16 MB |
| ~Get Your Files Here !/9 - Advanced Topics (Optional Bonus)/42. Introduction to Time Series Analysis.mp4 | 85.62 MB |
| ~Get Your Files Here !/9 - Advanced Topics (Optional Bonus)/43. Intro to Deep Learning with TensorFlow Keras.mp4 | 73.18 MB |
| ~Get Your Files Here !/9 - Advanced Topics (Optional Bonus)/44. Working with Big Data (Intro to PySpark).mp4 | 83.28 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 70 B |
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