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

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