Uncover Python's Potential in Machine Learning
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The document discusses the advantages of Python in machine learning, highlighting its simplicity, power, and flexibility. It provides examples of real-world machine learning applications, including web search engines, crime prediction, and self-driving cars. The document also mentions various tools and libraries used in the machine learning process, such as NumPy, Pandas, TensorFlow, and PyTorch.
![W H Y P Y T H O N ?
Java:
public class HelloWorld {
public static void main(String[], args) {
System.out.println("Hello, World!");
}
}
Python:
print(”Hello, World”)
• Simple!
• Powerful
• Flexible](https://image.slidesharecdn.com/uncover-python-potential-in-machine-learning-170923042342/85/Uncover-Python-s-Potential-in-Machine-Learning-5-320.jpg)
Uncover Python's Potential in Machine Learning
- 1. Uncover Python’s Potential in Machine Learning K A N O U I V I R A C H http://www.heardcountyrecreationdepartment.com/k/data-science-wallpaper
- 2. K A N O U I V I R A C H Lead Software Architect
- 4. W H Y P Y T H O N ? • Simple! • Powerful • Flexible
- 5. W H Y P Y T H O N ? Java: public class HelloWorld { public static void main(String[], args) { System.out.println("Hello, World!"); } } Python: print(”Hello, World”) • Simple! • Powerful • Flexible
- 6. http://xkcd.com/353/ W H Y P Y T H O N ? • Simple! • Powerful • Flexible
- 7. • Simple! • Powerful • Flexible W H Y P Y T H O N ?
- 8. T H E I N C R E D I B L E G R O W T H O F P Y T H O N https://stackoverflow.blog/2017/09/06/incredible-growth-python/
- 9. W H Y I S P Y T H O N G R O W I N G S O Q U I C K LY ? https://stackoverflow.blog/2017/09/14/python-growing-quickly/
- 10. https://www.youtube.com/watch?v=CoxjADZHUQA – J E R E M Y A C H I N “Python = Potential”
- 11. https://www.re-work.co/blog/machine-intelligence-junhyuk-oh-university-michigan-reinforcement-learning M A C H I N E L E A R N I N G W I T H P Y T H O N
- 12. M A C H I N E L E A R N I N G ?
- 13. • Web Search and Recommendation Engines • Online Dating • Crime Prediction • Self-Driving Cars • AI R E A L - W O R L D E X A M P L E S O F M A C H I N E L E A R N I N G A P P L I C AT I O N S
- 14. • Web Search and Recommendation Engines • Online Dating • Crime Prediction • Self-Driving Cars • AI R E A L - W O R L D E X A M P L E S O F M A C H I N E L E A R N I N G A P P L I C AT I O N S
- 15. http://www.predpol.com/ PredPol• Web Search and Recommendation Engines • Online Dating • Crime Prediction • Self-Driving Cars • AI R E A L - W O R L D E X A M P L E S O F M A C H I N E L E A R N I N G A P P L I C AT I O N S
- 16. http://www.documentarytube.com/articles/self-driving-cars-when-we-will-have-them • Web Search and Recommendation Engines • Online Dating • Crime Prediction • Self-Driving Cars • AI R E A L - W O R L D E X A M P L E S O F M A C H I N E L E A R N I N G A P P L I C AT I O N S
- 17. https://deepmind.com/research/alphago/ https://www.alphagomovie.com/ • Web Search and Recommendation Engines • Online Dating • Crime Prediction • Self-Driving Cars • AI R E A L - W O R L D E X A M P L E S O F M A C H I N E L E A R N I N G A P P L I C AT I O N S
- 18. M A C H I N E L E A R N I N G P R O C E S S
- 19. M A C H I N E L E A R N I N G P R O C E S S
- 20. M A C H I N E L E A R N I N G P R O C E S S
- 21. • NumPy - http://www.numpy.org/ • Pandas - https://pandas.pydata.org/ • Bokeh - http://bokeh.pydata.org/en/latest/ • Matplotlib - https://matplotlib.org/ • Seaborn - https://seaborn.pydata.org/ • Scikit-Learn - http://scikit-learn.org/ • TensorFlow - https://www.tensorflow.org/ • PyTorch - http://pytorch.org/ • Theano - http://deeplearning.net/software/theano/ • Keras - https://keras.io/ T O O L S M E N T I O N E D I N T H E M A C H I N E L E A R N I N G P R O C E S S
- 22. https://www.continuum.io/downloads P O W E R F U L T O O L F O R E V E RY O N E : )
- 23. https://www.eduonix.com/blog/bigdata-and-hadoop/python-important-big-data-analytics-applications/ P Y T H O N I N B I G D ATA ?
- 24. P Y T H O N I N B I G D ATA https://www.eduonix.com/blog/bigdata-and-hadoop/python-important-big-data-analytics-applications/ and more..
- 25. http://zkan.github.io/thailand-hadoop-big-data-challenge-1/ T H A I L A N D H A D O O P B I G D ATA C H A L L E N G E # 1