Machine Learning
Arthur Samuel coined the term Machine Learning in 1959 and defined it as a Field of study that gives computers the capability to learn without being explicitly programmed. And that was the beginning of Machine Learning! In modern times, Machine Learning is one of the most popular (if not the most!) career choices. According to Indeed, Machine Learning Engineer Is The Best Job of 2019 with a 344% growth and an average base salary of $146,085 per year.
Prerequisites
- Linear Algebra and Multivariate Calculus
- Statistics
- Python
Various ML Concepts
- Terminologies of ML
- Types of ML
- Practice ML
- Learning Resources for ML
- Take part in Competitions
Types of Machine Learning
- Supervised Learning
- Unsupervised Learning
- Semi-supervised Learning
- Reinforcement Learning