Python for Data Science and ML Bootcamp

Jupyter Notebooks for the Course Python for Data Science and Machine Learning Bootcamp by Jose Portilla on Udemy.

Made with ❤️ in VIThink and Jupyter Notebook 📙

Name		Name	Last commit message	Last commit date
Latest commit History 131 Commits
05. Python for Data Analysis - NumPy		05. Python for Data Analysis - NumPy
06. Python for Data Analysis - Pandas		06. Python for Data Analysis - Pandas
07. Pandas Exercises		07. Pandas Exercises
08. Data Visualization - Matplotlib		08. Data Visualization - Matplotlib
09. Data Visualization - Seaborn		09. Data Visualization - Seaborn
10. Data Visualization - Pandas built in Data Viz		10. Data Visualization - Pandas built in Data Viz
11. Data Visualization - Plotly and Cufflinks		11. Data Visualization - Plotly and Cufflinks
12. Data Visualization - Geographical Plotting		12. Data Visualization - Geographical Plotting
13. Data Capstone Project		13. Data Capstone Project
14. Intro to ML		14. Intro to ML
15. Linear Regression		15. Linear Regression
16 Cross Validation and Bias-Variance Trade-Off		16 Cross Validation and Bias-Variance Trade-Off
17. Logistic Regression		17. Logistic Regression
18. K Nearest Neighbors		18. K Nearest Neighbors
19. Decision Trees and Random Forests		19. Decision Trees and Random Forests
20. Support Vector Machines		20. Support Vector Machines
21. K Means Clustering		21. K Means Clustering
22. Principal Component Analysis (PCA)		22. Principal Component Analysis (PCA)
23. Recommender Systems		23. Recommender Systems
24. NLP		24. NLP
25. Big Data and Spark		25. Big Data and Spark
26. Deep Learning and Neural-Nets		26. Deep Learning and Neural-Nets
.gitignore		.gitignore
Adv_Python_Bootcamp.ipynb		Adv_Python_Bootcamp.ipynb
LICENSE		LICENSE
Python for beginners.ipynb		Python for beginners.ipynb
README.md		README.md

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