Python in marathi | Data Analyst | Python Portfolio project | Pandas | Numpy | Matplotlib

मराठी मध्ये पायथॉन शिका जिथे pandas, Numpy, matplotlib, dataframes इत्यादी सर्व काही शिकवले जाईल, प्रॅक्टिकल उदाहरणासहित. Python in Marathi 📖 Refer Step by step installation of Python - https://www.digitalocean.com/community/tutorials/install-python-windows-10 ------------------------------------------------------ 📖 Download Excel Data set for create Series in pandas - http://tinyurl.com/44umyxu3 -------------------------------------------------------------------------- 📖 Download for statistical computing practicals - download code - https://shorturl.at/mrBS3 - download dataset - https://shorturl.at/HJV45 -------------------------------------------------------------------------- 📖 Download CSV file for Data Visualization - https://tinyurl.com/yrnctban -------------------------------------------------------------------------- 📖 Download power bi vs Python PDF : https://tinyurl.com/yc8bdk2f -------------------------------------------------------------------------- EDA files: 📖 download presentation file - https://tinyurl.com/yh835cw6 📖 download house_train.csv - https://shorturl.at/imtNS 📖 program code - https://shorturl.at/hzIJ5 📖 Skewness & Kurtosis : https://www.analyticsvidhya.com/blog/2021/05/shape-of-data-skewness-and-kurtosis/ 📖 Seaborn - https://seaborn.pydata.org/ ------------------------------------------------------------------------- 📖 Statistical computing download pdf - https://tinyurl.com/y5cstxft ------------------------------------------------------------------------- Hypothesis testing 📖 download code - https://shorturl.at/hirxA 📖 download dataset - https://shorturl.at/HJV45 --------------------------------------------------- Topics covered : 00:00:00 Contents & intro 00:04:02 Install & Setup Jupyter Notebook 00:14:45 Python Data Types Theory 00:24:20 Python Data types Practical's 00:48:33 if Statement in python 01:01:06 NumPy Library 01:17:58 Array functions in NumPy 01:28:22 PANDAs capabilities 01:41:23 Create Series in Pandas 01:54:32 dataframe examples in python 02:08:32 scenario based examples with pandas 02:17:37 Matplotlib Introduction 02:27:07 Visualizations in Python 02:42:34 Create visualization in Python 02:57:02 Difference between Power BI & Python 03:13:41 EDA in Python 03:28:57 EDA Practical 04:05:37 Statistical Computing 04:14:07 Practical Statistical computing 04:30:10 Hypothesis testing in python 04:44:10 Combine two CSV files in Python 04:54:49 INNER Join,LEFT & Right Outer join in python 05:25:42 Connect SQL to Python 05:32:41 Data Manipulation in SQL from Python 05:39:50 Date time operations in Python 05:56:52 Creating date range in python 06:06:06 Python Data Analysis Portfolio project 06:53:22 Python Data Analyst explained 07:05:25 Python NLTK