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1. Introduction to the Data Science in Python Bootcamp/3.1 scriptsLecture.zip.zip 323.0 MB
1. Introduction to the Data Science in Python Bootcamp/2. Introduction to the Course Instructor.m4v 58.3 MB
6. Introduction to Data Visualizations/6. Barplot.mp4 56.4 MB
4. Introduction to Pandas/6. Read in HTML Data.mp4 53.8 MB
13. Miscellaneous Lectures Information/5. Data Imputation.m4v 47.0 MB
1. Introduction to the Data Science in Python Bootcamp/6. Introduction to the Python Data Science Environment.mp4 42.3 MB
6. Introduction to Data Visualizations/8. Line Chart.mp4 38.9 MB
3. Introduction to Numpy/3. Numpy Operations.mp4 38.5 MB
8. Statistical Inference Relationship Between Variables/9. Conditions of Linear Regression-Check in Python.mp4 35.0 MB
7. Statistical Data Analysis-Basic/5. Grouping Summarizing Data by Categories.mp4 34.7 MB
8. Statistical Inference Relationship Between Variables/7. Linear Regression-Implementation in Python.mp4 31.6 MB
6. Introduction to Data Visualizations/5. Scatter Plot-Visualize the Relationship Between 2 Continuous Variables.mp4 31.3 MB
6. Introduction to Data Visualizations/3. Histograms-Visualize the Distribution of Continuous Numerical Variables.mp4 30.8 MB
10. Unsupervised Learning in Python/8. Hierarchical Clustering-practical.mp4 30.8 MB
5. Data Pre-ProcessingWrangling/12. Merging and Joining Data Frames.mp4 30.2 MB
8. Statistical Inference Relationship Between Variables/12. Logistic Regression.mp4 30.2 MB
11. Supervised Learning/5. RF-Classification.mp4 29.9 MB
11. Supervised Learning/2. Data Preparation for Supervised Learning.mp4 29.7 MB
8. Statistical Inference Relationship Between Variables/3. Test the Difference Between More Than Two Groups.mp4 29.7 MB
13. Miscellaneous Lectures Information/4. Naive Bayes Classification.m4v 29.5 MB