Practical Machine Learning by Example in Python
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10:48 AM - 22, April

Practical Machine Learning by Example in Python


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About Practical Machine Learning by Example in Python

What you'll learn
  • Develop complete machine learning/deep learning solutions in Python
  • Write and test Python code interactively using Jupyter notebooks
  • Build, train, and test deep learning models using the popular Tensorflow 2 and Keras APIs
  • Neural network fundamentals by building models from the ground up using only basic Python
  • Manipulate multidimensional data using NumPy
  • Load and transform structured data using Pandas
  • Build high quality, eye catching visualizations with Matplotlib
  • Reduce training time using free Google Colab GPU instances in the cloud
  • Recognize images using Convolutional Neural Networks (CNNs)
  • Make recommendations using collaborative filtering
  • Detect fraud using autoencoders
  • Improve model accuracy and eliminate overfitting

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