Are you ready to demystify Machine Learning and put it to work on real problems? Kick start your skills in this hands on workshop and learn the secrets of this powerful method for creating value from your data.
Join Louis Dorard for this Machine Learning course and gain the skills to integrate ML into your applications, using the best industry techniques.
In this workshop you'll gain an understanding of the possibilities and limitations of Machine Learning, and how to put it to work on real cases. You'll learn to prepare data, to create ML models, to evaluate them in your domain of application, to optimize them, and to deploy them. Adopt a top-down, results-first and experimentation-driven approach, and focus on practical techniques applied to concrete examples.
If you're interested in leveraging the power of machine learning to improve your applications, products or processes, then this course is for you!
Understand the possibilities and limitations of Machine Learning
Build predictive models from data, with Decision Trees and Random Forests
Analyze models' behavior, errors, performance, and optimize their parameters
Transform text variables into useful numerical representations for ML
Package and deploy models to production with APIs