Difference between revisions of "Category:Machine Learning"

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* [https://www.udemy.com/data-science-linear-regression-in-python/ Linear Regression in Python] — 3.5 hours
 
* [https://www.udemy.com/data-science-linear-regression-in-python/ Linear Regression in Python] — 3.5 hours
 
* [https://www.udemy.com/data-science-logistic-regression-in-python/ Logistic Regression in Python] — 3 hours
 
* [https://www.udemy.com/data-science-logistic-regression-in-python/ Logistic Regression in Python] — 3 hours
* [https://www.udemy.com/data-science-supervised-machine-learning-in-python/ (Supervised Machine Learning in Python)] — $30 ($120)
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* [https://www.udemy.com/data-science-supervised-machine-learning-in-python/ (Supervised Machine Learning in Python)] — ($120)
* [https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/ (Bayesian Machine Learning in Python: A/B Testing)] — $30 ($120)
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* [https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/ (Bayesian Machine Learning in Python: A/B Testing)] — ($120)
 
* [https://www.udemy.com/data-science-deep-learning-in-python/ Deep Learning in Python] — 5.5 hours
 
* [https://www.udemy.com/data-science-deep-learning-in-python/ Deep Learning in Python] — 5.5 hours
 
* [https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/ Practical Deep Learning in Theano and TensorFlow] — 3.5 hours
 
* [https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/ Practical Deep Learning in Theano and TensorFlow] — 3.5 hours
* [https://www.udemy.com/data-science-supervised-machine-learning-in-python/ (Supervised Machine Learning in Python 2: Ensemble Methods)] — $30 ($120)
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* [https://www.udemy.com/data-science-supervised-machine-learning-in-python/ (Supervised Machine Learning in Python 2: Ensemble Methods)] — ($120)
* [https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/ Convolutional Neural Networks in Python] — $30 ($120)
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* [https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/ Convolutional Neural Networks in Python] — ($120)
* [https://www.udemy.com/data-science-natural-language-processing-in-python/ (Easy NLP)] — $30 ($120)
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* [https://www.udemy.com/data-science-natural-language-processing-in-python/ (Easy NLP)] — ($120)
* [https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/ (Cluster Analysis and Unsupervised Machine Learning)] — $30 ($120)
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* [https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/ (Cluster Analysis and Unsupervised Machine Learning)] — ($120)
* [https://www.udemy.com/unsupervised-deep-learning-in-python/ Unsupervised Deep Learning] — $30 ($120)
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* [https://www.udemy.com/unsupervised-deep-learning-in-python/ Unsupervised Deep Learning] — ($120)
* [https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/ (Hidden Markov Models)] — $30 ($120)
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* [https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/ (Hidden Markov Models)] — ($120)
* [https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/ Recurrent Neural Networks in Python] — $30 ($120)
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* [https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/ Recurrent Neural Networks in Python] — ($120)
* [https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/ Artificial Intelligence: Reinforcement Learning in Python] — $45 ($180)
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* [https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/ Artificial Intelligence: Reinforcement Learning in Python] — ($180)
* [https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/ Natural Language Processing with Deep Learning in Python] — $30 ($120)
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* [https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/ Natural Language Processing with Deep Learning in Python] — ($120)
 
* [https://www.udemy.com/deep-reinforcement-learning-in-python/ Advanced AI: Deep Reinforcement Learning in Python] — 4 hours
 
* [https://www.udemy.com/deep-reinforcement-learning-in-python/ Advanced AI: Deep Reinforcement Learning in Python] — 4 hours
 
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Revision as of 20:39, 6 May 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.