Immerse yourself in the fields of Machine Learning and Artificial Intelligence! With over 40 hours of expert instruction, you’ll have a firm grasp of core machine learning concepts and be positioned to apply this technology to your career. This course includes:
- An Introduction to Deep Learning & Computer Vision
- Recommendation Systems in Python
- Machine Learning: Decision Trees & Random Forests
- Twitter Sentiment Analysis in Python
- Python Programming: From Beginner to Intermediate
- Quant Trading Using Machine Learning
- Factor Analysis
- Linear & Logistic Regression
- Discover Core Machine Learning Concepts & Build an Artificial Neural Network.
- Build a movie recommendation system in Python.
- Learn Intuitive Machine Learning Techniques by Exploring a Classic Problem.
- Use Python and the Twitter API to build your own sentiment analyzer.
- Go from beginner to intermediate level Python user.
- Apply Machine Learning techniques to Quant Trading.
- Use Principal Components Analysis to Extract Factors.
- Build Regression Models with Principal Components in Excel, R, Python.
- Understand the risks involved in regression and avoid common pitfalls.
- Use simple & multiple regressions to explain variance & predict an outcome.
- Project Files & Supplemental Material included with each course.
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