Python & TensorFlow: Deep Dive into Machine Learning

Python & TensorFlow: The Roadmap to Deep Machine Learning Expertise

What you'll learn

• Grasp fundamentals of machine learning, deep learning, and their applications
• Set up and navigate TensorFlow, understanding its architecture and APIs
• Master supervised learning algorithms such as linear regression, SVMs, and decision trees
• Dive into unsupervised techniques including clustering and PCA
• Understand and construct neural networks, including CNNs and RNNs, using TensorFlow
• Evaluate and optimize ML models, addressing overfitting and mastering hyperparameter tuning
• Deploy TensorFlow models in production environments
• Apply skills in a hands-on image classification project
• Transition from Python basics to advanced ML & TensorFlow applications

This course includes:

• 3 hours on-demand video
• 2 articles
• 1 downloadable resource
• Access on mobile and TV
• Full lifetime access
• Certificate of completion