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Python for Data Science and Machine Learning Bootcamp

  Environment Set-up
  Jupyter Overview
  Python Crash Course
  Python for Data Analysis - NumPy
  Python for Data Analysis - Pandas
  Python for Data Analysis - Pandas Exercises
  Python for Data Visualization - Matplotlib
  Python for Data Visualization - Seaborn
  Python for Data Visualization - Pandas Built-in Visualization
  Python for Data Visualization - Plotly and Cufflinks
  Python for Data Visualization - Geographical Plotting
  Data Capstone Project
  Introduction to Machine Learning
  Linear Regression
  Cross Validation and Bias Variance Trade-Off
  Logistic Regression
  K Nearest Neighbors
  Decision Trees and Random Forests
  Support Vector Machines
  K Means Clustering
  Principal Component Analysis
  Natural Language Processing
  Spark Python and Amazon Web Services (AWS)
  Deep Learning and Neural Networks with TensorFlow

  NLP with Python Part 2

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