WebToolTip com Udemy Python for Data Science The Complete Data Science Bootcamp

WebToolTip com Udemy Python for Data Science The Complete Data Science Bootcamp

Name	[ WebToolTip.com ] Udemy - Python for Data Science - The Complete Data Science Bootcamp	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.3 GB
Total Files	46
Last Seen
Hash	2ECB44B7ACBB3FBD03C31867FF8CB5C514AB5611

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Get Bonus Downloads Here.url	0.2 KB
/.../1 - Introduction to Data Science and Python/
1. What is Data Science.mp4	32.7 MB
2. Why Python for Data Science.mp4	39.8 MB
3. Introduction to Jupyter Notebooks.mp4	12.5 MB
4. First Python Script “Hello Data ”.mp4	60.9 MB
/.../2 - Python Fundamentals for Data Science/
5. Variables Data Types and Operators.mp4	67.6 MB
6. Control Flow Conditionals and Loops.mp4	77.8 MB
7. Functions and Scope.mp4	65.8 MB
8. Working with Modules and Packages.mp4	85.0 MB
9. Error Handling and Assertions.mp4	114.0 MB
/.../3 - Working with Data Using Pandas/
10. Introduction to Pandas Series and DataFrames.mp4	85.2 MB
11. Reading & Writing Data (CSV Excel JSON).mp4	83.6 MB
12. Data Cleaning & Preprocessing.mp4	122.6 MB
13. Handling Missing Values & Duplicates.mp4	116.1 MB
14. Data Transformation & Feature Engineering.mp4	114.5 MB
15. Grouping Sorting and Aggregating Data.mp4	84.2 MB
/.../4 - Numerical Computing with NumPy/
16. Arrays vs Lists.mp4	67.8 MB
17. Creating Indexing and Slicing Arrays.mp4	52.8 MB
18. Mathematical Operations with NumPy.mp4	91.1 MB
19. Broadcasting and Vectorization.mp4	52.0 MB
20. Useful NumPy Functions for Data Science.mp4	101.2 MB
/5 - Data Visualization/
21. Introduction to Data Visualization.mp4	62.7 MB
22. Plotting with Matplotlib.mp4	107.0 MB
23. Customizing Charts (Colors Labels Legends).mp4	92.1 MB
24. Advanced Charts Heatmaps Pairplots and Violin Plots.mp4	95.9 MB
25. Interactive Visualizations (optional Plotly Altair).mp4	60.6 MB
/.../6 - Exploratory Data Analysis (EDA)/
26. What is EDA.mp4	55.6 MB
27. Identifying Patterns Outliers & Trends.mp4	56.4 MB
28. Descriptive Statistics.mp4	75.6 MB
29. Correlation Analysis.mp4	49.4 MB
30. Using Pandas Profiling & Sweetviz (Optional).mp4	67.0 MB
/.../7 - Introduction to Statistics for Data Science/
31. Mean Median Mode Variance Standard Deviation.mp4	58.0 MB
32. Probability Concepts.mp4	46.1 MB
33. Hypothesis Testing.mp4	43.5 MB
34. Confidence Intervals.mp4	50.9 MB
35. Linear Regression Intuition.mp4	94.8 MB
/.../8 - Machine Learning with Scikit Learn/
36. What is Machine Learning.mp4	40.6 MB
37. Supervised vs Unsupervised Learning.mp4	76.5 MB
38. ML Workflow (Prepare Train Evaluate Tune).mp4	80.9 MB
39. Regression Algorithms Linear Ridge Lasso.mp4	114.1 MB
40. Classification Algorithms Logistic Regression KNN Decision Trees.mp4	110.7 MB
41. Clustering K Means.mp4	42.1 MB
/.../9 - Advanced Topics (Optional Bonus)/
42. Introduction to Time Series Analysis.mp4	89.8 MB
43. Intro to Deep Learning with TensorFlow Keras.mp4	76.7 MB
44. Working with Big Data (Intro to PySpark).mp4	87.3 MB
~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 46