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β Free Python Coding Certificate Here π https://bit.ly/3rtHk2t β Download Course Material here π https://bit.ly/40nYX0O This all-in-one tutorial covers the fundamentals of Python Programming, Data Manipulation with Python Library- Pandas; Data Visualization with Matplotlib and Seaborn, and Scikit-learn. Whether you're a beginner or an experienced programmer looking to upskill, this course is tailored to help you master data science with Python. Get started with Machine Learning and Deep Learning Projects with this Python Free Certification Course. Also, build Generative AI Applications using Python. -------------------------------------------------------------- Important Links π₯ -------------------------------------------------------------- β Installing Python: https://www.analyticsvidhya.com/blog/2019/08/everything-know-about-setting-up-python-windows-linux-and-mac/ -------------------------------------------------------------- Analytics Vidhya Full-Stack Courses - Enroll Now π₯ -------------------------------------------------------------- π Become a Data Scientist (BlackBelt Plus Program): https://bit.ly/40Aa71g π Generative AI Certification Course: https://forms.gle/PLzDZBxLRjS7BSiH7 -------------------------------------------------------------- Free Certification Courses π₯ -------------------------------------------------------------- π Tableau in 3 Hours π https://youtu.be/oIw8xJ1Fy3w π SQL in 3 Hours π https://youtu.be/_H4h-tWvuxs π Microsoft Excel - 3 Hours π https://youtu.be/MMQJ-ySgGn0 π Statistics & EDA - 2 Hours π https://youtu.be/a1gPiOs6v0A π Machine Learning - 8 Hours π https://youtu.be/Eg-oc39lrwY π Deep Learning - 2 Hours π https://youtu.be/aCejev699_E -------------------------------------------------------------- Sections π₯ -------------------------------------------------------------- 0:00:00 Python Data Science Libraries 0:04:58 Numpy 0:15:03 Scipy 0:20:51 Pandas 0:26:30 Matplotlib 0:31:16 Scikit-Learn 0:34:16 Statsmodels 0:36:23 Read CSV File 0:52:34 Read Excel File 0:57:05 Read JSON File 1:03:53 Pandas - Subsetting 1:47:21 Pandas - Modifying Data 2:04:12 Sorting - DataFrames 2:11:07 Concatenate - DataFrames 2:15:34 SQL-like Joins in Pandas 2:30:24 Aggregate - DataFrames 2:42:45 Preprocessing - Time Series Data 2:56:04 Visualization - Matplotlib 3:10:22 Visualization - Seaborn Python full course, let's do this! Excited to learn and grow as a programmer with this comprehensive course. #python #machinelearning #datascience
