This video on Python for Data Science will make you understand the basics of data science in 5 minutes. You will then learn the important libraries in Python for DS, such as NumPy, Pandas, and Matplotlib. You will get an idea about the DS concepts along with mathematics, statistics, and linear algebra.

We’ll then focus on some of the essential data science algorithms. We’ll also learn about feature selection, cost functions, and PCA. Finally, you will learn How to become a data scientist in 2021? Let’s begin!

00:00:00 Data Science in 5 min

00:05:20 Data Science Libraries in Python

00:20:53 What is Numpy

00:50:27 Python Pandas

01:42:48 Matplotlib Libraries

03:11:42 Mathematics for Data science

04:49:03 Linear Regression

05:23:16 Logistic regression

05:59:45 What is Decision Tree

06:24:25 Random Forest Tutorial

07:34:58 K-Means Clustering

08:55:28 Feature Selection in Machine learning

09:48:18: PCA

09:16:49 Cost Function

10:47:23 How to become a Data Scientist in 2021?

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28.60 GEEK