Python for Data Science Full Course | Data Science Tutorials for Beginners in 2022 | Great Learning
Go to https://bit.ly/Hands-onDataSciencewithPython to master Python for Data Science with a 7-day free Pro+ trialโget job-ready with AI resume builder, mock interviews, hands-on projects & real-world datasets.
Skills Covered:
๐Python programming basics & OOP
๐Data handling & manipulation with NumPy and Pandas
๐Data visualization using Matplotlib and Seaborn
๐Statistics and foundations of Data Science
๐Supervised and Unsupervised Learning
๐Regression techniques (Linear & Logistic)
๐Time Series Analysis
๐Real-world projects with Python
๐ YouTube Video Chapters with Timestamps:
00:00 โ Introduction
02:59 โ Python Installation & Setup (PyCharm, Anaconda, Jupyter Notebook)
11:15 โ Variables & Data Types
18:52 โ Operators in Python
26:43 โ Data Structures (Tuple, List, Dictionary, Set)
01:20:21 โ Flow Control Statements
01:44:34 โ Functions
01:59:32 โ Object-Oriented Programming & Inheritance
02:49:55 โ Python Libraries: NumPy, Pandas
03:50:03 โ Data Visualization: Matplotlib & Seaborn
05:26:01 โ Python Project: IPL Data
06:01:26 โ Python Project: FIFA
06:22:23 โ Python Project: Marvel/DC Characters
06:36:44 โ Introduction to Data Science & Machine Learning
06:56:34 โ Supervised & Unsupervised Learning
07:39:11 โ Regression Techniques
09:31:53 โ Time Series Analysis
Related Free Python & Data Science Learning:
๐ Python Uses: https://bit.ly/GLAPythonforDataScience
๐ Python for Data Science: https://bit.ly/GLAPythonforDataScience
๐ฅ๏ธ Python Projects for Data Analysis: https://bit.ly/PythonProjectsforDataAnalysis
๐ Data Science with Python: https://bit.ly/FreeDataSciencewithPythonCourse
๐ Data Visualization using Python: https://bit.ly/DataVisualizationinPython
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