Latest Courses
ISTQB Artificial Intelligence Tester Sample ExamsCheck course
JAVA Programming Online Practice ExamCheck course
Programming for Kids and Beginners: Learn to Code in PythonCheck course
Practice Exams | Codeigniter 4 developer certificationCheck course
WordPress Practice Tests & Interview Questions (Basic/Adv)Check course
Git &Github Practice Tests & Interview Questions (Basic/Adv)Check course
Machine Learning and Deep Learning for Interviews & ResearchCheck course
Laravel | Build Pizza E-commerce WebsiteCheck course
101 - F5 CERTIFICATION EXAMCheck course
Master Python by Practicing 100 QuestionCheck course
ISTQB Artificial Intelligence Tester Sample ExamsCheck course
JAVA Programming Online Practice ExamCheck course
Programming for Kids and Beginners: Learn to Code in PythonCheck course
Practice Exams | Codeigniter 4 developer certificationCheck course
WordPress Practice Tests & Interview Questions (Basic/Adv)Check course
- 75% Machine Learning and Deep Learning for Interviews & Research

Machine Learning and Deep Learning for Interviews & Research

$14.99Track price

Add your review
Add to wishlistAdded to wishlistRemoved from wishlist 0
Add to compare

Interested in Machine Learning, and Deep Learning and preparing for your interviews or research? Then, this course is for you!

The course is designed to provide the fundamentals of machine learning and deep learning. It is targeted toward newbies, scholars, students preparing for interviews, or anyone seeking to hone the data science skills necessary. In this course, we will cover the basics of machine learning, and deep learning and cover a few case studies.

This short course provides a broad introduction to machine learning, and deep learning. We will present a suite of tools for exploratory data analysis and machine learning modeling. We will get started with python and machine learning and provide case studies using keras and sklearn.

### MACHINE LEARNING ###

1.) Advanced Statistics and Machine Learning

Covariance

Eigen Value Decomposition

Principal Component Analysis

Central Limit Theorem

Gaussian Distribution

Types of Machine Learning

Parametric Models

Non–parametric Models

2.) Training Machine Learning Models

Supervised Machine Learning

Regression

Classification

Linear Regression

Gradient Descent

Normal Equations

Locally Weighted Linear Regression

Ridge Regression

Lasso Regression

Other classifier models in sklearn

Logistic Regression

Mapping non–linear functions using linear techniques

Overfitting and Regularization

Support Vector Machines

Decision Trees

3.) Artificial Neural Networks

Specification: Machine Learning and Deep Learning for Interviews & Research

Duration

4.5 hours

Year

2022

Level

Beginner

Language

English, English [Auto]

Certificate

Yes

Quizzes

Yes

User Reviews

0.0 out of 5
0
0
0
0
0
Write a review

There are no reviews yet.

Be the first to review “Machine Learning and Deep Learning for Interviews & Research”

Your email address will not be published.

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Machine Learning and Deep Learning for Interviews & Research
Machine Learning and Deep Learning for Interviews & Research

$14.99

Price tracking

Java Code Geeks
Logo
Register New Account
Reset Password
Compare items
  • Total (0)
Compare