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Applied Machine Learning and AI for Engineers
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Applied Machine Learning and AI for Engineers
by Jeff Prosise
Applied Machine Learning and AI for Engineers
Foreword
Preface
I. Machine Learning with Scikit-Learn
1. Machine Learning
2. Regression Models
3. Classification Models
4. Text Classification
5. Support Vector Machines
6. Principal Component Analysis
7. Operationalizing Machine Learning Models
II. Deep Learning with Keras and TensorFlow
8. Deep Learning
9. Neural Networks
10. Image Classification with Convolutional Neural Networks
11. Face Detection and Recognition
12. Object Detection
13. Natural Language Processing
14. Azure Cognitive Services
Index
About the Author
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