Course Name: Python for Data Science and Machine Learning Bootcamp.
Instructor: Jose Portilla - Head of Data Science, Pierian Data Inc.
Url: https://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp/
- Programming with Python
- NumPy with Python
- Using pandas Data Frames to solve complex tasks
- Use pandas to handle Excel Files
- Web scraping with python
- Connect Python to SQL
- Use matplotlib and seaborn for data visualizations
- Use plotly for interactive visualizations
- Machine Learning with SciKit Learn, including:
- Linear Regression
- K Nearest Neighbors
- K Means Clustering
- Decision Trees
- Random Forests
- Natural Language Processing
- Neural Nets and Deep Learning
- Support Vector Machines