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/communit...
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📖 Download Excel Data set for create Series in pandas - http://tinyurl.com/44umyxu3
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📖 Download for statistical computing practicals
download code - https://shorturl.at/mrBS3
download dataset -
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📖 Download CSV file for Data Visualization - https://tinyurl.com/yrnctban
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📖 Download power bi vs Python PDF : https://tinyurl.com/yc8bdk2f
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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/...
📖 Seaborn - https://seaborn.pydata.org/
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📖 Statistical computing
download pdf - https://tinyurl.com/y5cstxft
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Hypothesis testing
📖 download code - https://shorturl.at/hirxA
📖 download dataset -
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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
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