https://github.com/jstobigdata/master-the-data-science
Learn the various tools and technologies used in Data Science and Machine Learning
https://github.com/jstobigdata/master-the-data-science
Last synced: about 2 months ago
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Learn the various tools and technologies used in Data Science and Machine Learning
- Host: GitHub
- URL: https://github.com/jstobigdata/master-the-data-science
- Owner: jstobigdata
- License: mit
- Created: 2021-08-04T15:20:57.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2024-04-12T11:43:36.000Z (about 1 year ago)
- Last Synced: 2025-04-09T19:57:10.159Z (about 2 months ago)
- Language: Jupyter Notebook
- Size: 1.39 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Master-the-Data-Science
Learn the various tools and technologies used in Data Science and Machine Learning
## 01 - NumPy - [Complete NumPy Tutorial for Beginners](https://www.youtube.com/watch?v=KrWcRePnq8U)
## 02 - Pandas - [Complete Pandas Tutorial for Beginners]
- [Getting started with Pandas - Learn DataFrames and Series](https://www.youtube.com/watch?v=3P_NB4npXZY&list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw)
- [Basic Data Explorations in Pandas, df.info(), describe(), index, mean(), tail(), head()](https://www.youtube.com/watch?v=3P_NB4npXZY&list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw)
- [Indexing, Slicing and Stacking the Dataframe in Pandas](https://www.youtube.com/watch?v=upBlReA89T4&list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw&index=3)
- [Filtering of Data in Pandas](https://www.youtube.com/watch?v=cJJ_QQGWcYQ&list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw&index=4)
- [GroupBy, Aggregate in Pandas](https://www.youtube.com/watch?v=RP91UDJNFJU&list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw&index=5)
- [Handle Time Series Data in Pandas](https://www.youtube.com/watch?v=NwKPwkCBYrY&list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw&index=6)
## 03 - Data Visualizations - Comlete Data Visualisation Tutorial for Beginners