The Ultimate Data Science & Machine Learning Python in 2019

The Ultimate Data Science & Machine Learning Python in 2019

The Ultimate Data Science & Machine Learning Python in 2019
The Ultimate Data Science & Machine Learning Python in 2019, Numpy, Pandas, Matplotlib, Scikit-Learn, WebScraping, Data Science, cleaning data, Machine Learning, Pyspark, statistics
Created by Ankit Mistry
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What you'll learn
  • Learn one of the most in demand skill of 21st century Data Science
  • Update your resume with Data science skills : python, numpy, pandas, plotly, tableau, machine learning, statistics, probability
  • Apply linear regression and logistics regression on different dataset.
  • Install anaconda and setup python environment
  • Python crash course
  • Numpy - Numerical python
  • MatplotLIb - Data Visualization library
  • Pandas - Data analysis library
  • Plotly Library
  • Getting start with data visualization tool, Tableau
  • Data Pre-processing technique - Missing data, Normalization, one hot encoding,
  • Importing data in Python from different sources, Files
  • Web Scraping to download web page and extract data
  • Data scaling and transformation
  • Exploratory Data analysis
  • Feature engineering
  • Machine learning basic theory
  • Apache spark installation : pyspark
  • Getting started with spark session
  • Statistics basics
  • Basics of Probability
  • Setup Data Science Virtual machine on Microsoft Azure Cloud

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