This Repository contains portfolio of data science and Machine learning projects I have done based on the classes I did with Udemy to leverage Python to solve Data Science problems.

Course link: https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/

Topics Covered:

• Machine Learning Sections

  1. Recommender Systems
  2. Natural Language Processing
  3. Principal Component Analysis
  4. Cross Validation Bias Variance
  5. Support Vector Machines
  6. Decision Trees and Random Forests
  7. K-Means Clustering
  8. K-Nearest Neighbors
  9. Linear Regression
  10. Logistic Regression

• Python Data Analysis

  1. Pandas
  2. NumPy

• Python Data Visualization

  1. Seaborn
  2. Geographical Plotting – Plotly and Cufflinks
  3. Matplotlib
  4. Pandas Built-in Visualization

• Big Data and Spark

Certificate: https://www.udemy.com/certificate/UC-OT72NWC8/