Difference between revisions of "Category:Machine Learning"
From Christoph's Personal Wiki
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** Recognize traffic signs | ** Recognize traffic signs | ||
− | ==NumPy / Pandas / matplotlib / | + | ==NumPy / Pandas / matplotlib / SciPy== |
pip install -U numpy scipy matplotlib pandas ipython | pip install -U numpy scipy matplotlib pandas ipython | ||
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** [[Python/NumPy|NumPy]] | ** [[Python/NumPy|NumPy]] | ||
+ | ** [[Python/SciPy|SciPy]] | ||
+ | ** [[Python/matplotlib|matplotlib]] | ||
+ | ** [[Python/pandas|pandas]] | ||
+ | ** scikit-learn | ||
+ | ** scikit-image | ||
[[Category:Technical and Specialized Skills]] | [[Category:Technical and Specialized Skills]] |
Revision as of 23:52, 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
- (The Numpy Stack in Python) — Free
- Linear Regression in Python — $30 ($120)
- Logistic Regression in Python — $30 ($120)
- (Supervised Machine Learning in Python) — $30 ($120)
- (Bayesian Machine Learning in Python: A/B Testing) — $30 ($120)
- Deep Learning in Python — $30 ($120)
- Practical Deep Learning in Theano and TensorFlow — $30 ($120)
- (Supervised Machine Learning in Python 2: Ensemble Methods) — $30 ($120)
- Convolutional Neural Networks in Python — $30 ($120)
- (Easy NLP) — $30 ($120)
- (Cluster Analysis and Unsupervised Machine Learning) — $30 ($120)
- Unsupervised Deep Learning — $30 ($120)
- (Hidden Markov Models) — $30 ($120)
- Recurrent Neural Networks in Python — $30 ($120)
- Artificial Intelligence: Reinforcement Learning in Python — $45 ($180)
- Natural Language Processing with Deep Learning in Python — $30 ($120)
- Machine Learning A-Z™: Hands-On Python & R In Data Science — $200; 37.5 hours
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
- See:
- NumPy
- SciPy
- matplotlib
- pandas
- scikit-learn
- scikit-image
Pages in category "Machine Learning"
The following 6 pages are in this category, out of 6 total.