Machine Learning With Python Full Course 2022 | Machine Learning Tutorial for Beginners| Simplilearn

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In this video on Machine Learning with Python full course, you will understand the basics of machine learning, essential applications of machine learning, machine learning concepts, and understand why mathematics, statistics, and linear algebra are crucial. We'll also learn about regularization, dimensionality reduction, PCA. We will perform a prediction analysis on the recently held US Elections. Finally, you will study the Machine Learning roadmap for 2021?

Machine Learning Basics
Top 10 applications of machine learning
Machine Learning Tutorial Part-1
Why Machine Learning
What is Machine Learning
Types of Machine Learning
Supervised Learning
Reinforcement Learning
Supervised vs Unsupervised Learning
Decision Trees
Machine Learning Tutorial Part-2
K-Means Algorithm
Mathematics for Machine Learning
What is Data?
Quantitative/Categorical Data
Qualitative/Categorical Data
Linear Algebra
Calculus
Statistics
Demo on Statistics
Probability
Demo on Naive Bayes
Linear Regression Analysis
Logistic Regression
Confusion Matrix
Decision Tree in Machine Learning
Random Forest
K Nearest Neighbors
Support Vector Machine
Regularization in ML
PCA
US Election Prediction
Machine Learning roadmap 2021

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About Machine Learning Certification Course:
Explore this Machine Learning certification course to understand cutting-edge concepts in machine learning, an exciting branch of Artificial Intelligence. This Machine Learning online training will provide you the skills needed to become a successful Machine Learning Engineer today.

Machine Learning Course Overview:
This Machine Learning course offers an in-depth overview of Machine Learning topics including working with real-time data, developing algorithms using supervised & unsupervised learning, regression, classification, and time series modeling.

Machine Learning Training Key Features:
✅ 100% Money Back Guarantee
✅ Gain expertise with 25+ hands-on exercises
✅ 4 real-life industry projects with integrated labs
✅ Dedicated mentoring sessions from industry experts
✅ 58 hours of Applied Learning

Benefits of Machine Learning Course:
The Machine Learning market is expected to reach USD $8.81 Billion by 2022, at a growth rate of 44.1-percent, indicating the increased adoption of Machine Learning among companies. By 2020, the demand for Machine Learning engineers is expected to grow by 60-percent.

Eligibility of Machine Learning Course:
The Machine Learning certification online course is well-suited for participants at the intermediate level including, analytics managers, business analysts, information architects, developers looking to become data scientists, and graduates seeking a career in Data Science and Machine Learning.

Pre-requisites of Machine Learning Course:
This Machine Learning course requires an understanding of basic statistics and mathematics at the college level. Familiarity with Python programming is also beneficial. You should understand these fundamental courses including Python for Data Science, Math Refresher, and Statistics Essential for Data Science, before getting into the Machine Learning online course.

How do I become a Machine Learning Engineer?
This course will give you a complete overview of Machine Learning methodologies, enough to prepare you to excel in your next role as a Machine Learning Engineer. You will earn Simplilearn’s Machine Learning certification that will attest to your new skills and on-the-job expertise.

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