/Udemy---Python-for-Data-Science-and-Machine-Learning-Bootcamp

Udemy course by Jose Portilla on using Python for Data Science.

Primary LanguageJupyter Notebook

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/

Topics Covered:

  • 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