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Data Science & Machine Learning : Hands on Data Science 2019

Data Science & Machine Learning : Hands on Data Science 2019
Free Coupon Discount - Data Science & Machine Learning : Hands on Data Science 2019, Numpy, Pandas, Matplotlib, Scikit-Learn, WebScraping, Data Science, Machine Learning, Pyspark, statistics, Data Science

  • 4.4 (364 ratings)
  • Created by Ankit Mistry, Data Science & Machine Learning Academy by Ankit Mistry
  •  English [Auto-generated]

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What you'll learn
  • You will Learn one of the most in demand skill of 21st century Data Science
  • Add Data science skills : python, numpy, pandas, plotly, tableau, machine learning, statistics, probability in your resume
  • Apply linear regression and logistics regression on real dataset.
  • Crash course on python
  • Apply matrix operation with Numpy - Numerical python library
  • Visualize your data with mother of all visualisation library available in Python : MatplotLIb
  • Perform Data analysis, wrangling and cleaning with pandas library
  • Get hands on with interactive visualisation library Plotly
  • 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 process in Machine Learning system design
  • Machine learning theory
  • Apache spark installation : pyspark
  • Getting started with spark session
  • Mathey required for machine learning : Statistics, probability
  • Setup Data Science Virtual machine on Microsoft Azure Cloud


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