Supervised, Unsupervised & Deep Learning
Python
| Intermediate
- 10 videos | 1h 30m 37s
- Includes Assessment
- Earns a Badge
Discover how to implement various supervised and unsupervised algorithms of machine learning using Python, with the primary focus of clustering and classification.
WHAT YOU WILL LEARN
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Demonstrate how to implement classification
List the various types of algorithms used in unsupervised learning
Demonstrate how to implement k-mean clustering
Demonstrate how to implement hierarchical clustering
Demonstrate how to facilitate text mining and work with recommender systems -
Demonstrate the process involved in text mining and data assembly
Specify the concepts of deep and reinforcement learning
Work with restricted boltzmann machines
Build models using convolution neural network
Utilize data frames and centroids
IN THIS COURSE
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10m 7sIn this video, you will learn how to implement a classification. FREE ACCESS
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5m 55sUpon completion of this video, you will be able to list the various types of algorithms used in unsupervised learning. FREE ACCESS
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3. K-Mean Clustering14m 50sIn this video, you will learn how to implement K-Means clustering. FREE ACCESS
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4. Hierarchical Clustering12m 9sIn this video, you will learn how to implement hierarchical clustering using the SciPy library. FREE ACCESS
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5. Text Mining and Recommender Systems11m 1sIn this video, you will learn how to text mine and work with recommender systems. FREE ACCESS
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6. Text Mining and Data Assembly9m 7sIn this video, you will learn how to apply the process involved in text mining and data assembly. FREE ACCESS
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7. Deep and Reinforcement Learning Concepts6m 27sUpon completion of this video, you will be able to specify the concepts of deep and reinforcement learning. FREE ACCESS
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8. Restricted Boltzmann5m 36sDuring this video, you will learn how to work with Restricted Boltzmann Machines. FREE ACCESS
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9. Working with CNN9m 13sIn this video, you will build models using a Convolution Neural Network. FREE ACCESS
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10. Exercise: Working with Data Frames and Centroids6m 11sIn this video, find out how to use data frames and centroids. FREE ACCESS
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