Data Science Books & Materials
Data Science Books & Materials
Image Source: UC Berkeley
Data science: Data science is the practice of analysing raw data through a wide variety of disciplines and expertise areas to produce a holistic view and predict uncertainity.
What can data science be used for?
- Anomaly detection (transaction fraud, disease, faulty sensor etc.)
- Classifications (spam detection)
- Forecasting (sales, revenue and customer retention)
- Pattern detection (weather patterns, financial market patterns, etc.)
- Recognition (facial, voice, text, etc.)
- Recommendations (recommend a movie, hotel etc.)
Below are some of the useful / free books & materials that I collected from various online sources. it will be useful if you are looking to transition into data science field.
- Introduction to Data Science
- Data Science from Scratch
- Data Science for Business - Foster Provost & Tom Fawcett
- Data Analytics
- Data Cleaning
- Data Engineering
- Data Science Statistics Cheatsheet
- Data Science - Algorithms-Handout
- What you need to be a Data Scientist
- Resources for Data Scientists
- Ethical AI
- Data Science Design Manual
- Data Science Interview Questions-1
- Data Science Interview Questions-2
Comments
Post a Comment