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Great Learning's "Python for data science” course is all about learning exciting ways of understanding the process of analyzing data and getting to know more about open libraries.
Python for data science with python course aims to let our learners explore the multiple arenas of how to read data from multiple sources, which can be CSVs, Excel, and SQL.
It's high time to learn and upgrade yourself with the art of processing data with the aid of NumPy Pandas and articulate the act of visualization with the aid of Matplotlib and other software.
Learn how to read data, process it, visualize and create reports. We also have our primary focus on Python to help you have your biggest leap into Data Science.

Topics Covered:
00:00:00 Introduction
00:02:07 Agenda
00:02:59 Python, Pycharm & Anaconda Installation
00:06:21 Intro to Jupyter Notebook
00:11:15 Variables in Python
00:14:35 Data Types in Python
00:18:52 Operators in Python
00:26:43 Python Tokens: Keywords, Identifiers, Literals & Operators
00:46:14 Data Structures in Python: Tuple, List, Dictionary & Set
01:20:21 Flow Control Statements
01:44:34 Functions
01:59:32 Python Object-Oriented Programming: Class & Object
02:19:27 Inheritance in Python
02:49:55 Libraries in Python
02:51:25 Python Numpy
03:19:58 Python Pandas
03:50:03 Data Visualization with Python: Matplotlib
04:25:45 Data Visualization with Python: SeaBorn
05:26:01 Python Project on IPL Data
06:01:26 Python Project on FIFA
06:22:23 Python Project on Marvel and DC Characters
06:36:44 Introduction to Data Science
06:52:59 Machine Learning
06:56:34 Supervised Learning
07:00:40 Unsupervised Learning
07:03:25 Statistics For Data Science
07:39:11 Linear Regression
08:50:22 Logistic Regression
09:31:53 Time Series Analysis

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Visit Great Learning Academy to get access to 1000+ free courses with free certificate on Data Science, Data Analytics, Digital Marketing, Artificial Intelligence, Big Data, Cloud, Management, Cybersecurity, Software Development, and many more. These are supplemented with free projects, assignments, datasets, quizzes. You can earn a certificate of completion at the end of the course for free.

ABOUT GL:
About Great Learning:
With more than 5.4 Million+ learners in 170+ countries, Great Learning, a part of the BYJU'S group, is a leading global edtech company for professional and higher education offering industry-relevant programs in the blended, classroom, and purely online modes across technology, data and business domains. These programs are developed in collaboration with the top institutions like Stanford Executive Education, MIT Professional Education, The University of Texas at Austin, NUS, IIT Madras, IIT Bombay & more.

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