What books should I read for data analytics?

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What books should I read for data analytics?

4 Books Every Data Analyst Should Read

  • Data Analytics Made Accessible, A. Maheshwari.
  • Too Big To Ignore: The Business Case for Big Data, P. Simon.
  • Big Data: A Revolution That Will Transform How We Live, Work, and Think, V.
  • Business UnIntelligence: Insight and Innovation Beyond Analytics and Big Data, B.

How do I learn statistics for data analytics?

  1. Step 1: Learn Descriptive Statistics. Udacity course on descriptive statistics from Udacity.
  2. Step 2: Learn Inferential statistics. Undergo the course on Inferential statistics from Udacity.
  3. Step 3: Predictive Model (Learning ANOVA, Linear and Logistic Regression on SAS)

What level of statistics is needed for data analytics?

For example, data analysis requires descriptive statistics and probability theory, at a minimum. These concepts will help you make better business decisions from data. Key concepts include probability distributions, statistical significance, hypothesis testing, and regression.

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How much statistics do you really need for data science?

As an aspiring Data Scientist, one needs to have a solid knowledge of Core Statistical Concepts such as Descriptive statistics, distributions, hypothesis testing, and regression. Also, Bayesian Thinking, that includes Conditional probability, priors, posteriors, and maximum like hood.

What do you like most about the book “statistician’s guide”?

All the authors of this book are statistics experts at various level. They all are having a high degree of achievement. With their combined efforts, they have made the subject more interesting and understandable in this book. This book is incredible for the statistics students.

How good is the book ‘Statistics’ by Rishard Kalyan?

The book can become garbage for the students. The author of this book keeps this in his mind and writes a simple words statistics book. He has also taken care that the written content is well written and clear. This book is a gold mine with good command over maths and looking to learn stats at a rapid pace.

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Where can I find statistical information on a specific topic?

Many government agencies have statistical information on a wide range of topics. You may need to do further research to find out which agency has the information you are looking for or can help you find it. Remember, keywords are important when doing a search. Make sure your keywords can help narrow down the search results.

Why should you read the statistics book by Michael Crumpton?

Because of his comic-style book, the author is a best-seller writer. He shows the real-life data. He has also shown free statistical tools in his statistics book. It will help the students clear all their doubts and answer almost every question that can come into the students’ minds.