Machine Learning: Data Science to AI with R and Python
Data science, machine learning, and artificial intelligence are taking over the world. However, most professionals have not yet learned how to leverage the power of these amazing new technologies. What's stopping you? Now is your chance to learn from one of the leading experts in the IT industry.
In this 3-day workshop you will learn about machine learning from data science to artificial intelligence. You will gain a high-level understanding of the key concepts in these three respective skillsets. In addition, you'll get hands-on experience working with key industry tools like R and Python.
By the end of this workshop, you'll have the skills necessary to solve common business problems with data science, machine learning, and AI.
Workshop Outline
Day 1
- Intro to Data Science
- Intro to R and Python
- Working with Data
- Data Analysis
- Data Visualization
- Hypothesis Testing
- Intro to Machine Learning
- Classification
- Regression
- Clustering
- ML in Practice
- Intro to Artificial Intelligence
- Ensemble learning
- Deep learning
- Reinforcement learning
- Deploying to Production
*** Coming Soon ***