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[ WebToolTip.com ] Udemy - Python for Data Science - The Complete Data Science Bootcamp
Size 3.04 GB
Files 46
Info Hash: 2ECB44B7ACBB3FBD03C31867FF8CB5C514AB5611
Indexed 2026-04-15 07:34:43
Updated 2026-06-09 19:06:25
📂 File List (46)
📄
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
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~Get Your Files Here !/1 - Introduction to Data Science and Python/2. Why Python for Data Science.mp4
37.94 MB
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~Get Your Files Here !/1 - Introduction to Data Science and Python/3. Introduction to Jupyter Notebooks.mp4
11.9 MB
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~Get Your Files Here !/1 - Introduction to Data Science and Python/4. First Python Script “Hello Data ”.mp4
58.1 MB
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~Get Your Files Here !/2 - Python Fundamentals for Data Science/5. Variables Data Types and Operators.mp4
64.43 MB
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~Get Your Files Here !/2 - Python Fundamentals for Data Science/6. Control Flow Conditionals and Loops.mp4
74.23 MB
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~Get Your Files Here !/2 - Python Fundamentals for Data Science/7. Functions and Scope.mp4
62.71 MB
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~Get Your Files Here !/2 - Python Fundamentals for Data Science/8. Working with Modules and Packages.mp4
81.07 MB
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~Get Your Files Here !/2 - Python Fundamentals for Data Science/9. Error Handling and Assertions.mp4
108.69 MB
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~Get Your Files Here !/3 - Working with Data Using Pandas/10. Introduction to Pandas Series and DataFrames.mp4
81.27 MB
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~Get Your Files Here !/3 - Working with Data Using Pandas/11. Reading & Writing Data (CSV Excel JSON).mp4
79.7 MB
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~Get Your Files Here !/3 - Working with Data Using Pandas/12. Data Cleaning & Preprocessing.mp4
116.96 MB
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~Get Your Files Here !/3 - Working with Data Using Pandas/13. Handling Missing Values & Duplicates.mp4
110.71 MB
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~Get Your Files Here !/3 - Working with Data Using Pandas/14. Data Transformation & Feature Engineering.mp4
109.24 MB
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~Get Your Files Here !/3 - Working with Data Using Pandas/15. Grouping Sorting and Aggregating Data.mp4
80.29 MB
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~Get Your Files Here !/4 - Numerical Computing with NumPy/16. Arrays vs Lists.mp4
64.65 MB
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~Get Your Files Here !/4 - Numerical Computing with NumPy/17. Creating Indexing and Slicing Arrays.mp4
50.32 MB
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~Get Your Files Here !/4 - Numerical Computing with NumPy/18. Mathematical Operations with NumPy.mp4
86.87 MB
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~Get Your Files Here !/4 - Numerical Computing with NumPy/19. Broadcasting and Vectorization.mp4
49.55 MB
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~Get Your Files Here !/4 - Numerical Computing with NumPy/20. Useful NumPy Functions for Data Science.mp4
96.51 MB
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~Get Your Files Here !/5 - Data Visualization/21. Introduction to Data Visualization.mp4
59.83 MB
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~Get Your Files Here !/5 - Data Visualization/22. Plotting with Matplotlib.mp4
102.06 MB
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~Get Your Files Here !/5 - Data Visualization/23. Customizing Charts (Colors Labels Legends).mp4
87.79 MB
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~Get Your Files Here !/5 - Data Visualization/24. Advanced Charts Heatmaps Pairplots and Violin Plots.mp4
91.42 MB
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~Get Your Files Here !/5 - Data Visualization/25. Interactive Visualizations (optional Plotly Altair).mp4
57.75 MB
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~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/26. What is EDA.mp4
53.05 MB
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~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/27. Identifying Patterns Outliers & Trends.mp4
53.8 MB
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~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/28. Descriptive Statistics.mp4
72.12 MB
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~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/29. Correlation Analysis.mp4
47.14 MB
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~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/30. Using Pandas Profiling & Sweetviz (Optional).mp4
63.91 MB
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~Get Your Files Here !/7 - Introduction to Statistics for Data Science/31. Mean Median Mode Variance Standard Deviation.mp4
55.32 MB
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~Get Your Files Here !/7 - Introduction to Statistics for Data Science/32. Probability Concepts.mp4
43.95 MB
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~Get Your Files Here !/7 - Introduction to Statistics for Data Science/33. Hypothesis Testing.mp4
41.44 MB
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~Get Your Files Here !/7 - Introduction to Statistics for Data Science/34. Confidence Intervals.mp4
48.5 MB
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~Get Your Files Here !/7 - Introduction to Statistics for Data Science/35. Linear Regression Intuition.mp4
90.39 MB
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~Get Your Files Here !/8 - Machine Learning with Scikit Learn/36. What is Machine Learning.mp4
38.71 MB
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~Get Your Files Here !/8 - Machine Learning with Scikit Learn/37. Supervised vs Unsupervised Learning.mp4
72.92 MB
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~Get Your Files Here !/8 - Machine Learning with Scikit Learn/38. ML Workflow (Prepare Train Evaluate Tune).mp4
77.16 MB
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~Get Your Files Here !/8 - Machine Learning with Scikit Learn/39. Regression Algorithms Linear Ridge Lasso.mp4
108.85 MB
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~Get Your Files Here !/8 - Machine Learning with Scikit Learn/40. Classification Algorithms Logistic Regression KNN Decision Trees.mp4
105.59 MB
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~Get Your Files Here !/8 - Machine Learning with Scikit Learn/41. Clustering K Means.mp4
40.16 MB
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~Get Your Files Here !/9 - Advanced Topics (Optional Bonus)/42. Introduction to Time Series Analysis.mp4
85.62 MB
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~Get Your Files Here !/9 - Advanced Topics (Optional Bonus)/43. Intro to Deep Learning with TensorFlow Keras.mp4
73.18 MB
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~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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