Udemy Coupon – Data Science in Python Pandas, Scikit-learn,Numpy Matplotlib
Python, Numpy, Pandas, Matplotlib, WebScraping, Preprocessing, cleaning data, Machine Learning, Pyspark, statistics
Created by Ankit Mistry (Last updated 9/2018)
Free Udemy Course
Data Science in Python Pandas, Scikit-learn,Numpy Matplotlib. This course is for beginner and some experienced programmer who want to make career in Data Science and Machine learning, AI.
This course will teach you – All Basic python library required for data analysis process.
- Python crash course
- Numerical Python – Numpy
- Pandas – data analysis
- Matplotlib for data visualization
- Importing Data in Python from different sources like .csv, .tsv, .json, .html, web rest Facebook API
- Data preprocessing python
- Data Pre-Processing like normalization, train test split, Handling missing data
- Web Scraping with python BeautifulSoup – extract value from structured HTML Data
- Exploratory data analysis on pima Indian diabetes dataset
- Visualisation of Pima Indian diabetes dataset
- Data transformation and Scaling Data – Rescale Data, Standardize Data, Binarize Data, normalise data
- Basic introduction to What is Machine Learning, and Scikit learn overview Its type, and comparison with traditional system. Supervised learning vs Unsupervised Learning
- Understanding of regression, classification and clustering
- Feature selection and feature elimination technique.
- And Many Machine learning algorithm yet to come.
- Data Science Prerequisite : Basics of Probability and statistics
- Setup Data Science and Machine learning lab in Microsoft Azure Cloud