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Machine Learning Prerequisites for 2021
Learn the foundation and prerequisites to become a Machine Learning Engineer
Created by Pythonist org, offered on Udemy
To make sure that we score courses properly, we pay a lot of attention to the reviews students leave on courses and how many students are taking a course in the first place. This course has a total of 3119 students which left 28 reviews at an average rating of 4.25, which is average.
We analyze course length to see if courses cover all important aspects of a topic, taking into account how long the course is compared to the category average. This course has a length of 1 hours 22 minutes, which is pretty short. This might not be a bad thing, but we've found that longer courses are often more detailed & comprehensive. The average course length for this entire category is 7 hours 54 minutes.
This course currently has a bestcourses score of 5.2/10, which makes it an average course. Overall, there are probably better courses available for this topic on our platform.
In this course, you are going to learn the prerequisites for machine learning. Machine Learning is a vast subject that involved various other fields like Mathematics and Statistics which makes it complex. So when someone starts this journey there are very high chances to get confused due to too many concepts bombarded at you. It's an experienced opinion that a strong foundation can help us to make this journey much easier, this will provide a jump start for modern machine learning by teaching the important concepts required to get started with machine learning.
We will start this course by getting ourself introduced withe machine learning then we will set up the development environment on various systems and move towards mathematics where we will explore various important concepts from Calculus and Linear Algebra followed by Statistics where we will learn about the Probability distribution, bias, and variance, mean, median and mode along with various other important concepts.
What you will learn
- Basics of Machine Learning
- Building Powerful Machine Learning Models
- Prerequisites for Machine Learning in 2021
- Basics of Python