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

English

English [Auto-generated]

PREVIW THIS COURSE - GET COUPON CODE

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