Machine Learning, Data Science and Deep Learning with Python, Complete hands-on machine learning tutorial with data science, Tensorflow, artificial intelligence, and neural networks
- BESTSELLER
- Created by Sundog Education by Frank Kane, Frank Kane
- English
- English, Japanese [Auto-generated], 1 more
- 12 hours on-demand video
- 3 articles
- Full lifetime access
- Access on mobile and TV
- Certificate of Completion
What you'll learn
- Build artificial neural networks with Tensorflow and Keras
- Make predictions using linear regression, polynomial regression, and multivariate regression
- Classify images, data, and sentiments using deep learning
- Implement machine learning at massive scale with Apache Spark's MLLib
- Understand reinforcement learning - and how to build a Pac-Man bot
- Classify data using K-Means clustering, Support Vector Machines (SVM), KNN, Decision Trees, Naive Bayes, and PCA
- Use train/test and K-Fold cross validation to choose and tune your models
- Build a movie recommender system using item-based and user-based collaborative filtering
- Clean your input data to remove outliers
- Design and evaluate A/B tests using T-Tests and P-Values
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