What Is Machine Learning? (Explained in 5 Minutes)
Machine learning is one of the most exciting innovations in human history. It is a revolutionary technique that makes micro decision-making much more scalable than it used to be. In this video, we will try to provide a brief explanation that allows you to understand what is machine learning. Also, we will talk about the three types of traditional machine learning models: supervised, unsupervised, and reinforcement ML models. Finally, we will pay attention to deep learning and will compare it to traditional machine learning methods. This video is a bold attempt at explaining in 5 minutes a topic that merits tens of hours. This is not a comprehensive guide, but rather an introduction to the world of machine learning that aims to get you excited about the field.
0:00-0:25 Video intro
0:25-0:55 Machine learning and parenting
0:55-1:06 Machine learning is about problem solving
1:06-1:39 The more training data you have, the better the algorithm will perform
1:39-1:54 365 Data Science promo
1:54-2:01 Types of machine learning
2:01-2:22 Supervised learning
2:22-2:48 Unsupervised learning
2:48-3:00 Reinforcement learning
3:00-3:30 Fine tuning a model
3:30-4:12 Popular types of machine learning
4:13-5:00 Deep learning introduction
5:00-5:20 Deep learning use cases
5:20-5:46 How to choose between traditional ML and Deep Learning
5:47-6:16 Machine learning is a decision-making tool
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365 Data Science
At 365 Data Science, we all come to work every day because we want to solve the biggest problem in data science. Education. People who want to enter the field do not know where to start. They wonder whether they need a PhD, or perhaps a few years in a...