[ WebToolTip.com ] Udemy - Python for Data Science - The Complete Data Science Bootcamp

File Name

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 MB

~Get Your Files Here !/1 - Introduction to Data Science and Python/2. Why Python for Data Science.mp4

38 MB

~Get Your Files Here !/1 - Introduction to Data Science and Python/3. Introduction to Jupyter Notebooks.mp4

12 MB

~Get Your Files Here !/1 - Introduction to Data Science and Python/4. First Python Script “Hello Data ”.mp4

58 MB

~Get Your Files Here !/2 - Python Fundamentals for Data Science/5. Variables Data Types and Operators.mp4

64 MB

~Get Your Files Here !/2 - Python Fundamentals for Data Science/6. Control Flow Conditionals and Loops.mp4

74 MB

~Get Your Files Here !/2 - Python Fundamentals for Data Science/7. Functions and Scope.mp4

63 MB

~Get Your Files Here !/2 - Python Fundamentals for Data Science/8. Working with Modules and Packages.mp4

81 MB

~Get Your Files Here !/2 - Python Fundamentals for Data Science/9. Error Handling and Assertions.mp4

109 MB

~Get Your Files Here !/3 - Working with Data Using Pandas/10. Introduction to Pandas Series and DataFrames.mp4

81 MB

~Get Your Files Here !/3 - Working with Data Using Pandas/11. Reading & Writing Data (CSV Excel JSON).mp4

80 MB

~Get Your Files Here !/3 - Working with Data Using Pandas/12. Data Cleaning & Preprocessing.mp4

117 MB

~Get Your Files Here !/3 - Working with Data Using Pandas/13. Handling Missing Values & Duplicates.mp4

111 MB

~Get Your Files Here !/3 - Working with Data Using Pandas/14. Data Transformation & Feature Engineering.mp4

109 MB

~Get Your Files Here !/3 - Working with Data Using Pandas/15. Grouping Sorting and Aggregating Data.mp4

80 MB

~Get Your Files Here !/4 - Numerical Computing with NumPy/16. Arrays vs Lists.mp4

65 MB

~Get Your Files Here !/4 - Numerical Computing with NumPy/17. Creating Indexing and Slicing Arrays.mp4

50 MB

~Get Your Files Here !/4 - Numerical Computing with NumPy/18. Mathematical Operations with NumPy.mp4

87 MB

~Get Your Files Here !/4 - Numerical Computing with NumPy/19. Broadcasting and Vectorization.mp4

50 MB

~Get Your Files Here !/4 - Numerical Computing with NumPy/20. Useful NumPy Functions for Data Science.mp4

96 MB

~Get Your Files Here !/5 - Data Visualization/21. Introduction to Data Visualization.mp4

60 MB

~Get Your Files Here !/5 - Data Visualization/22. Plotting with Matplotlib.mp4

102 MB

~Get Your Files Here !/5 - Data Visualization/23. Customizing Charts (Colors Labels Legends).mp4

88 MB

~Get Your Files Here !/5 - Data Visualization/24. Advanced Charts Heatmaps Pairplots and Violin Plots.mp4

91 MB

~Get Your Files Here !/5 - Data Visualization/25. Interactive Visualizations (optional Plotly Altair).mp4

58 MB

~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/26. What is EDA.mp4

53 MB

~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/27. Identifying Patterns Outliers & Trends.mp4

54 MB

~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/28. Descriptive Statistics.mp4

72 MB

~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/29. Correlation Analysis.mp4

47 MB

~Get Your Files Here !/6 - Exploratory Data Analysis (EDA)/30. Using Pandas Profiling & Sweetviz (Optional).mp4

64 MB

~Get Your Files Here !/7 - Introduction to Statistics for Data Science/31. Mean Median Mode Variance Standard Deviation.mp4

55 MB

~Get Your Files Here !/7 - Introduction to Statistics for Data Science/32. Probability Concepts.mp4

44 MB

~Get Your Files Here !/7 - Introduction to Statistics for Data Science/33. Hypothesis Testing.mp4

41 MB

~Get Your Files Here !/7 - Introduction to Statistics for Data Science/34. Confidence Intervals.mp4

48 MB

~Get Your Files Here !/7 - Introduction to Statistics for Data Science/35. Linear Regression Intuition.mp4

90 MB

~Get Your Files Here !/8 - Machine Learning with Scikit Learn/36. What is Machine Learning.mp4

39 MB

~Get Your Files Here !/8 - Machine Learning with Scikit Learn/37. Supervised vs Unsupervised Learning.mp4

73 MB

~Get Your Files Here !/8 - Machine Learning with Scikit Learn/38. ML Workflow (Prepare Train Evaluate Tune).mp4

77 MB

~Get Your Files Here !/8 - Machine Learning with Scikit Learn/39. Regression Algorithms Linear Ridge Lasso.mp4

109 MB

~Get Your Files Here !/8 - Machine Learning with Scikit Learn/40. Classification Algorithms Logistic Regression KNN Decision Trees.mp4

106 MB

~Get Your Files Here !/8 - Machine Learning with Scikit Learn/41. Clustering K Means.mp4

40 MB

~Get Your Files Here !/9 - Advanced Topics (Optional Bonus)/42. Introduction to Time Series Analysis.mp4

86 MB

~Get Your Files Here !/9 - Advanced Topics (Optional Bonus)/43. Intro to Deep Learning with TensorFlow Keras.mp4

73 MB

~Get Your Files Here !/9 - Advanced Topics (Optional Bonus)/44. Working with Big Data (Intro to PySpark).mp4

83 MB

~Get Your Files Here !/Bonus Resources.txt

70 B