Description
The Data Science Course 2020: Complete Data Science Bundle includes 12 months of access to these courses:
- Deep Learning & Computer Vision: An Introduction – 2 hrs
- Recommendation Systems in Python – 4.5hrs
- Machine Learning: Decision Trees & Random Forests – 4.5 hrs
- Twitter Sentiment Analysis in Python – 3.5 hrs
- Python Programming: From Beginner to Intermediate – 10.5 hrs
- Quant Trading Using Machine Learning – 11 hrs
- Apache Storm: Learn by Example – 4 hrs
- Factor Analysis – 1.5 hrs
- Linear & Logistic Regression – 5 hrs
- Machine Learning for Apps – 6.5 hrs
- Machine Learning with Python – 5hrs
Highlights:
- 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 regression to explain variance & predict an outcome
- Delve into complex logic and data structures
- Build more intelligent apps and your own ML models
- and more!
Project Files & Supplemental Material included!
