Difference between revisions of "Category:Machine Learning"

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(Created page with "'''Machine learning''' is the sub-field of computer science that gives computers the ability to learn without being explicitly programmed. ==Courses== ;Udemy * [https://www.u...")
 
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* [https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/ Natural Language Processing with Deep Learning in Python] — $30 ($120)
 
* [https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/ Natural Language Processing with Deep Learning in Python] — $30 ($120)
 
* [https://www.udemy.com/machinelearning/ Machine Learning A-Z™: Hands-On Python & R In Data Science] — $200; 37.5 hours
 
* [https://www.udemy.com/machinelearning/ Machine Learning A-Z™: Hands-On Python & R In Data Science] — $200; 37.5 hours
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==Deep Learning==
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;What Deep Learning is good at
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* Examples of common Deep Learning algorithms
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** Analysis
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** Prediction
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** Recommendation
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** Dectection
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** Classification
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** Segmentation
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** Natural Language Processing (NLP)
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* Use cases
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** Image/video classification
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** Speech recognition
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** NLP
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** Cancer cell detection
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** Drug discovery
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** Video captioning
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** Content-based search
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** Real-time translation
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** Face recognition
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** Video surveillance
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** Cyber security
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** Pedestrian detection
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** Lane tracking
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** Recognize traffic signs
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==NumPy / Pandas / matplotlib / scipy==
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pip install -U numpy scipy matplotlib pandas ipython
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* See:
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** [[Python/NumPy|NumPy]]
  
 
[[Category:Technical and Specialized Skills]]
 
[[Category:Technical and Specialized Skills]]

Revision as of 18:26, 30 March 2017

Machine learning is the sub-field of computer science that gives computers the ability to learn without being explicitly programmed.

Courses

Udemy

Deep Learning

What Deep Learning is good at
  • Examples of common Deep Learning algorithms
    • Analysis
    • Prediction
    • Recommendation
    • Dectection
    • Classification
    • Segmentation
    • Natural Language Processing (NLP)
  • Use cases
    • Image/video classification
    • Speech recognition
    • NLP
    • Cancer cell detection
    • Drug discovery
    • Video captioning
    • Content-based search
    • Real-time translation
    • Face recognition
    • Video surveillance
    • Cyber security
    • Pedestrian detection
    • Lane tracking
    • Recognize traffic signs

NumPy / Pandas / matplotlib / scipy

pip install -U numpy scipy matplotlib pandas ipython

Pages in category "Machine Learning"

The following 6 pages are in this category, out of 6 total.