Machine Learning Course | Learn Machine Learning | Machine Learning Tutorial | Intellipaat – YouTube

Posted By Aprit Dixit on 18 Apr 2020 in YouTube

In this machine learning course video you will learn machine learning end to end also know how to become a successful machine learning engineer. This machine learning tutorial covers topics such as what is machine learning, machine learning algorithms, domains where machine learning is used, statistics and probability concepts, various deep learning frameworks, end to end machine learning project, machine learning interview questions and a lot more. If you are looking for a machine learning full course then this machine learning tutorial is just the right video for you.
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?Following topics are covered in this video:
00:00 – Machine Learning course
02:33 – What is Machine Learning?
04:50 – Machine Learning Use cases
06:56 – Machine Learning Process
09:59 – How to become a Machine learning Engineer
10:33 – Companies using machine learning
15:02 – Machine Learning Demo
24:18 – Machine Learning Types
24:24 – Supervised Learning
24:59 – Supervised Learning Types
25:05 – Classification
27:06 – Regression
27:44 – Use case: Spam Classifier
29:34 – Unsupervised Learning
30:12 – Unsupervised Algorithm – K-means Clustering
31:00 – Use Case: Netflix Recommendation
31:49 – Reinforcement Learning
32:41 – Use case – Self Driving Cars
34:56 – Quiz
35:14 – Statistics & Probability
51:02 – What is Statistics?
57:20 – Descriptive Statistics
01:23:04 – Basic Definitions
01:32:49 – Assignment
01:38:11 – What is Probability?
01:42:42 – Three Approaches to Probability
01:53:58 – Bayesian Theorem
02:08:10 – Contingency Table
02:30:27 – Joint probability
02:30:52 – Independent Event
02:48:20 – Quiz
02:50:36 – Sampling Distribution
03:10:20 – Stratified Sampling
03:20:42 – Proportionate Sampling
03:21:47 – Systematic Sampling
03:51:46 – Poisson Distributions
03:57:45 – Introduction to Deep Learning
04:00:10 – Applications of Deep Learning
04:01:15 – how Deep Learning Work?
04:02:38 – What is a Neural Network?
04:03:29 – Artificial Neural Networks(ANN)
04:04:39 – Topology of a Neural Network
04:16:28 – Deep Learning Frameworks
06:36:25 – Machine Learning Project
06:46:07 – Machine Learning Interview Questions

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? Read complete Machine Learning tutorial here: https://intellipaat.com/blog/tutorial/machine-learning-tutorial/

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Are you looking for something more? Enroll in our machine learning full course and become a certified professional (https://intellipaat.com/machine-learning-certification-training-course/). It is a 32 hrs instructor led machine learning training provided by Intellipaat which is completely aligned with industry standards and certification bodies.

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