Posts about Data Science
- Aadhaar Data and Relational Databases
- Advice for Data Scientist and Recap
- Advice, Recap & Conclusion
- Analyzing Data
- APIs
- Auditing the data
- Cleaning the data
- Coeffecient Determination
- Conclusion and Project for Data Wrangling
- Conclusion, other advice, assignment and Recap
- Counting Words
- CSV
- CSV Wrangling
- Data Formats
- Data Types and Scales
- Database Schema
- Final Project
- Fundamentals
- How to handle missing data
- Intro
- Intro Map Reduce
- Intro to EDA
- Introducing Don and Rishiraj, advice on Communicate Findings
- Introduction and Statistic(Rigor)
- Introduction of Data Wrangling
- Introduction to pandas and Numpy
- Joshua intro and advice, addition, Recap and Conclusion
- Linear Regression, Gradient Descent, Cost Function
- Machine Learning
- More Map Reduce
- Non-parametric test
- Note from Intro to Data Science
- Openstreetmap Data
- Pandas and Dataframes
- Project Intro for Titanic
- Queries
- R Basics
- Sanity Check for Missing Values
- Scraping from Web
- t-test
- Visual Encodings
- Visualizing Time Series Data
- Visualization for Big Data
- Design Principles of Visualization
- Visualization for Multi-Dimensional Data
- Graph and Visualization
- Statistics and Exploratory Data Analysis
- Why Data Science?
- Using MapReduce and Design Pattern
- Hadoop and Big Data