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TORRENT DETAILS
2021 Python For Machine Learning & Data Science Masterclass
TORRENT SUMMARY
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Early Bird Release for the full upcoming 2021 Python for Machine Learning and Data Science Masterclass!
Please note! This is currently in an Early Bird Beta access, meaning we are still going to be continually adding content to the course (even though we are already at over 20 hours of content!) Since we’re still adding content and taking student feedback as we complete the course through the start of 2021, students who enroll now will get access to a wide variety of benefits!
What do you get with Early Bird Access?
You will get exclusive access to weekly live video streams where we will go through interactive machine learning projects! You’ll be able to directly ask questions during the streams that will coincide with section launches corresponding to new machine learning algorithms added to the course content! These weekly streams will also include live Q&A with the instructor of the course, Jose Portilla. We will also be taking in student feedback to shape certain upcoming streaming projects. These streams will only be accessible to early bird students, and will be removed once the course is fully complete and launched!
What is in the course?
Welcome to the most complete course on learning Data Science and Machine Learning on the internet! After teaching over 2 million students I’ve worked for over a year to put together what I believe to be the best way to go from zero to hero for data science and machine learning in Python!
This comprehensive course is designed to be on par with bootcamps that usually cost thousands of dollars, the final course will include the following topics:
Programming with Python NumPy with Python Deep dive into Pandas for Data Analysis Full understanding of Matplotlib Programming Library Deep dive into seaborn for data visualizations Machine Learning with SciKit Learn, including: Linear Regression Regularization Lasso Regression Ridge Regression Elastic Net K Nearest Neighbors K Means Clustering Decision Trees Random Forests Natural Language Processing Support Vector Machines Hierarchal Clustering DBSCAN PCA Manifold Learning Model Deployment and much, much more!
As always, we’re grateful for the chance to teach you data science, machine learning, and python and hope you will join us inside the course to boost your skillset!
-Jose and Pierian Data Inc. Team Who this course is for:
Beginner Python developers curious about Machine Learning and Data Science with Python
Requirements
Basic Python Knowledge (capable of functions)
Last Updated 1/2021
VISITOR COMMENTS (0 )
FILE LIST
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TutsNode.com.txt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/1. Introduction to Course/1. EARLY BIRD INFO.html
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/1. Introduction to Course/3. Anaconda Python and Jupyter Install and Setup.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/1. Introduction to Course/4. Note on Environment Setup - Please read me!.html
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/1. Introduction to Course/5.1 Backup Google Link for requirements.txt file.html
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/1. Introduction to Course/5.2 requirements.txt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/10. Linear Regression - Residual Plots.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/11. Linear Regression - Model Deployment and Coefficient Interpretation.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/16. Polynomial Regression - Choosing Degree of Polynomial.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/20. Introduction to Cross Validation.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/22. L2 Regularization - Ridge Regression Theory.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/23. L2 Regularization - Ridge Regression - Python Implementation.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/24. L1 Regularization - Lasso Regression - Background and Implementation.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/25. L1 and L2 Regularization - Elastic Net.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/3. Linear Regression - Understanding Ordinary Least Squares.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/6. Python coding Simple Linear Regression.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/8. Linear Regression - Scikit-Learn Train Test Split.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/10. Linear Regression/9. Linear Regression - Scikit-Learn Performance Evaluation - Regression.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/11. Feature Engineering and Data Preparation/2. Introduction to Feature Engineering and Data Preparation.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/11. Feature Engineering and Data Preparation/3. Dealing with Outliers.mp4
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/11. Feature Engineering and Data Preparation/3. Dealing with Outliers.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/11. Feature Engineering and Data Preparation/5. Dealing with Missing Data Part Two - Filling or Dropping data based on Rows.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/11. Feature Engineering and Data Preparation/6. Dealing with Missing Data Part 3 - Fixing data based on Columns.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/11. Feature Engineering and Data Preparation/7. Dealing with Categorical Data - Encoding Options.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/12. Cross Validation , Grid Search, and the Linear Regression Project/3. Cross Validation - Test Validation Train Split.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/12. Cross Validation , Grid Search, and the Linear Regression Project/5. Cross Validation - cross_validate.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/12. Cross Validation , Grid Search, and the Linear Regression Project/6. Grid Search.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/12. Cross Validation , Grid Search, and the Linear Regression Project/7. Linear Regression Project Overview.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/13. Logistic Regression/12. Logistic Regression with Scikit-Learn - Part Three - Performance Evaluation.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/13. Logistic Regression/14. Multi-Class Classification with Logistic Regression - Part Two - Model.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/13. Logistic Regression/16. Logistic Regression Project Exercise - Solutions.mp4
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/13. Logistic Regression/16. Logistic Regression Project Exercise - Solutions.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/13. Logistic Regression/5. Logistic Regression - Theory and Intuition - Linear to Logistic Math.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/13. Logistic Regression/6. Logistic Regression - Theory and Intuition - Best fit with Maximum Likelihood.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/13. Logistic Regression/7. Logistic Regression with Scikit-Learn - Part One - EDA.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/14. KNN - K Nearest Neighbors/3. KNN Coding with Python - Part One.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/14. KNN - K Nearest Neighbors/4. KNN Coding with Python - Part Two - Choosing K.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/14. KNN - K Nearest Neighbors/6. KNN Classification Project Exercise Solutions.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/15. Support Vector Machines/1.1 13-Support-Vector-Machines.zip
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/15. Support Vector Machines/10. Support Vector Machine Project Solutions.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/15. Support Vector Machines/5. SVM - Theory and Intuition - Kernel Trick and Mathematics.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/15. Support Vector Machines/7. SVM with Scikit-Learn and Python - Classification Part Two.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/15. Support Vector Machines/8. SVM with Scikit-Learn and Python - Regression Tasks.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/16. Tree Based Methods Decision Tree Learning/7. Coding Decision Trees - Part One - The Data.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/16. Tree Based Methods Decision Tree Learning/8. Coding Decision Trees - Part Two -Creating the Model.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/17. Random Forests/1.1 data_banknote_authentication.csv
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/17. Random Forests/7. Coding Classification with Random Forest Classifier - Part Two.mp4
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/17. Random Forests/7. Coding Classification with Random Forest Classifier - Part Two.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/17. Random Forests/9. Coding Regression with Random Forest Regressor - Part Two - Basic Models.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/2. OPTIONAL Python Crash Course/1. OPTIONAL Python Crash Course.html
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/2. OPTIONAL Python Crash Course/2. Python Crash Course - Part One.srt
[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/3. Machine Learning Pathway Overview/1. Machine Learning Pathway.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/4. NumPy/2. NumPy Arrays.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/4. NumPy/3. Coding Exercise Check-in Creating NumPy Arrays.html
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/4. NumPy/5. Coding Exercise Check-in Selecting Data from Numpy Array.html
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/4. NumPy/7. Check-In Operations on NumPy Array.html
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/4. NumPy/8. NumPy Exercises.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/10. Pandas - Useful Methods - Apply on Single Column.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/11. Pandas - Useful Methods - Apply on Multiple Columns.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/12. Pandas - Useful Methods - Statistical Information and Sorting.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/14. Missing Data - Pandas Operations.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/15. GroupBy Operations - Part One.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/16. GroupBy Operations - Part Two - MultiIndex.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/21. Pandas - Text Methods for String Data.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/22. Pandas - Time Methods for Date and Time Data.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/24. Pandas Input and Output - HTML Tables.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/26. Pandas Input and Output - SQL Databases.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/27. Pandas Pivot Tables.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/29. Pandas Project Exercise Solutions.mp4
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/29. Pandas Project Exercise Solutions.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/3. Check-in Labeled Index in Pandas Series.html
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/5. DataFrames - Part One - Creating a DataFrame.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/7. DataFrames - Part Three - Working with Columns.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/8. DataFrames - Part Four - Working with Rows.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/5. Pandas/9. Pandas - Conditional Filtering.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/6. Matplotlib/11. Matplotlib Exercise Questions - Solutions.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/6. Matplotlib/2. Matplotlib Basics.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/6. Matplotlib/4. Matplotlib - Implementing Figures and Axes.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/6. Matplotlib/6. Matplotlib - Subplots Functionality.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/6. Matplotlib/8. Matplotlib Styling - Colors and Styles.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/7. Seaborn Data Visualizations/11. Seaborn Grid Plots.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/7. Seaborn Data Visualizations/12. Seaborn - Matrix Plots.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/7. Seaborn Data Visualizations/14. Seaborn Plot Exercises Solutions.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/7. Seaborn Data Visualizations/2. Scatterplots with Seaborn.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/7. Seaborn Data Visualizations/4. Distribution Plots - Part Two - Coding with Seaborn.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/7. Seaborn Data Visualizations/7. Categorical Plots - Distributions within Categories - Understanding Plot Types.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/7. Seaborn Data Visualizations/8. Categorical Plots - Distributions within Categories - Coding with Seaborn.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/8. Data Analysis and Visualization Capstone Project Exercise/1. Capstone Project Overview.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/8. Data Analysis and Visualization Capstone Project Exercise/2. Capstone Project Solutions - Part One.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/8. Data Analysis and Visualization Capstone Project Exercise/3. Capstone Project Solutions - Part Two.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/8. Data Analysis and Visualization Capstone Project Exercise/4. Capstone Project Solutions - Part Three.mp4
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/8. Data Analysis and Visualization Capstone Project Exercise/4. Capstone Project Solutions - Part Three.srt
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[TutsNode.com] - 2021 Python for Machine Learning & Data Science Masterclass/9. Machine Learning Concepts Overview/4. Supervised Machine Learning Process.srt
