GrokkingDataScientist.tar.gz

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Master the skills that can get you a $100K+ salary even if you bunked your statistics classes. 

No need to waste hours and hours on browsing from one article to the next and piecing together the info you need to grasp important topics. No need to get overwhelmed by the information overload. Find easy to follow, hands-on, and fun explanations of all the essential topics in one place so you can quickly and efficiently learn what you need to thrive as a data scientist.

"Is this course right for me?" Continue to read to decide for yourself!

- "I want to understand this data science concept. Let me Google it". Then after hours of surfing, reading random articles, and invoking the heavens, you are more confused than before.
- "Data science is the sexiest and highest paying job of the 21st century. I want to become a data scientist too".
- "I have a basic knowledge of Python, willingness to learn, and commitment to become a great data scientist."

Is that you? If yes, you are at the right place.

Grokking Data Science

## What Is Bayesian Statistics?
What we have learned so far about probability falls into the category of **Frequency Statistics**. But there is another more powerful form of statistics as well, and it called **Bayesian Statistics**, sometimes called, *Bayesian Inference*. Bayesian Statistics is a more general approach to statistics; it describes the probability of an event based on the previous knowledge of the conditions that might be related to the event. It allows us to answer questions like:

- *Has this happened before?*
- *Is it likely, based on my knowledge of the situation, that it will happen?*



# What Is Bayesian Statistics?
What we have learned so far about probability falls into the category of **Frequency Statistics**. But there is another more powerful form of statistics as well, and it called **Bayesian Statistics**, sometimes called, *Bayesian Inference*. Bayesian Statistics is a more general approach to statistics; it describes the probability of an event based on the previous knowledge of the conditions that might be related to the event. It allows us to answer questions like:

- *Has this happened before?*
- *Is it likely, based on my knowledge of the situation, that it will happen?*



Python Fundamentals for Data Science

The Fundamentals of Statistics

Machine Learning 101

End-to-End Machine Learning Project

The Real Talk

Bayesian Statistics

What Is Bayesian Statistics?