Machine Learning Fundamentals

About Course

This machine learning fundamentals free course is designed to offer a solid foundation for machine learning engineers, data scientists, and artificial intelligence professionals. This 5 hours course provides you a brief introduction to data preprocessing, time series, text mining, and supervised and unsupervised learning. For anyone looking to start their career in Machine learning, this free course is all you need to build your basics.

Why Join this Course

Market growth:

The expected growth of the machine learning market will be US$8.81 billion by 2022.

Gartner:

According to Gartner, there will be 2.3 million jobs in the field of AI and ML by 2022.

Linkedin:

LinkedIn currently lists more than 23,000 jobs for an ML engineer.

MarketsandMarkets:

from MarketsandMarkets depicts, by 2022, the growth in machine learning market size will be US$ 8.81 Billion.

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Course Fee FREE

Key Features

  • 5 hours of self-paced learning
  • Quizzes and assignments for quality
  • Certification and quality learning lifetime access
  • All of the above for free!

Course Curriculum

1.1 Introduction to Machine Learning
1.2 Types of Machine Learning
1.3 What can you do with Machine Learning?
1.4 Machine Learning Demo

2.1 Introduction to Regression
2.2 Step by Step calculation of Linear Regression
2.3 Linear Regression in Python
2.4 LINEAR REGRESSION DEMO
2.5 Step by Step Calculation of Logistic Regression

Free Career Counselling

Career Services

Intellipaat career services are a part of our paid program that gives you an extra edge for employability.

Mock interviews

Will be arranged by our dedicated career support team in collaboration with the industry experts.

Aptitude and Soft skills training

Intellipaat’s technical team will provide one day workshop for all the student.

Resume Preparation

Students will be taught how to create an effective resume.

3 assured interview calls

Intellipaat will arrange interviews with top MNCs and startups.

Dedicated Learning Manager

Intellipaat will arrange interviews with top MNCs and startups.

24*7 Support for Doubt Clearance

Intellipaat will arrange interviews with top MNCs and startups.

Testimonials

Neha Manoharan

Business Analyst at IBM

Certification courses from Intellipaat are actually beneficial. They give correct coaching covering basics along with 24*7 support. They also offer learning guidance and suggest the right course for you.

Sundararaman Radhakrishnan

Machine learning data associate at Amazon

Great course! Comparatively, Intellipaat is better than other institutes. Some of their unique features which I liked are 24*7 support, lifetime access to class and course materials.

Rohan Bura

Service Desk Analyst at Capita India Pvt Ltd

The course content is good and the quizzes, assignments have good coverage related to concepts. The complexity was also good along with flexible batches and schedules for learning ease.

Prabhu Galebe Rachanna

Client Solution Group - Consumer Business Unit at Wipro Limited

This training helped me easily understand the core concepts of Machine Learning and Data Science. The training provided hands-on experience and has helped me develop a strong base in the domain.

Md Borhanul Islam

AVP at Bank Asia Limited

It’s my pleasure that I got a chance to learn from Intellipaat. Although this training was online, I was able to complete the training easily and get the required knowledge in this subject. Thank you

Shailja Sehgal

Software Engineer

The course structure is unique and well-designed. Also, the support team is there 24*7 and instantly replied to my queries. Post this course, I am confident to start a career in this domain.

SaiSubhash Mooli

Account Executive at Bekem Infra Projects Pvt Ltd

My experience with Intellipaat was great. The training included working on real-world projects that helped me get hands-on experience. I would recommend it to those looking for a career upgrade.

Kuldeep Singh Dudi

Jr Software Developer at Convexicon Software Solutions

It was an amazing experience learning from Intellipaat. I really appreciate the support team’s efforts to solve my queries. Also, great instructors and comprehensive learning content.

Course Advisor

Niraj Kumar

Co-founder & CTO, DataMetica

Niraj has over 12 years of experience in the field of IT. He deals with everything from designing various architectures, developing methodologies in Machine Learning, AI, and Full Stack Development to handling Big Data and many more for top Fortune 500 companies.

Diwakar Chittora

Co-founder & CEO, Intellipaat

He has more than 11 years of experience in developing large-scale BI products for Fortune 500 companies and has great experience in doing data analytics on large-scale data. He has worked in companies like Amex, Mercedes Benz Research, Pentaho, and Wipro in the past.

Muthusamy Manigandan

Head Engg., Amazon India

Mani comes with great experience working on algorithms, Data Science, Big Data, and AI. He has worked on multiple research projects in the past on Data Science, AI,and ML for display advertising, recommendation and classification systems,etc. He comes with 16+ years of experience with building large-scale AI products for top MNCs.

Our alumni work at

Our Alumni

FAQ's

Talk to us

Attend ExpertClasses From Top Industry Experts and Master New Skills !

Time Series Analysis in Machine Learning

About Course

This course offers in-depth core skills training in Time Series Analysis in Machine Learning. It provides strong foundational knowledge and comprehensive coverage of concepts such as types and use cases of time series modeling, differencing, Dickey-Fuller Tests, and more.

Build a successful career in Machine Learning by developing extensive knowledge in the concepts related to this domain through Intellipaat’s industry-aligned training in Time Series Analysis in Machine Learning that is also industry-recognized by 500+ organizations.

Why Join this Course

Payscale

The average annual pay of a Machine Learning Engineer in India is around Rs.8,00,000 - Payscale

Indeed

The average annual pay of a Machine Learning Engineer in the USA is around US$149,061 - Indeed

Linkedin

The top companies hiring ML Engineers are Twitter, Apple, Airbnb, Facebook, Google, Uber, and IBM.

View More
Course Fee FREE

Key Features

  • 2 hours of self-paced learning
  • Quizzes and Assignments for quality learning
  • Lifetime access to learning material
  • Certification
  • 24 x 7 Lifetime Support & Access
  • All of the above for free!

Course Curriculum

Module 1 – Introduction to Time Series
Module 2 – Types of Time Series
Module 3 – Components of Time Series
Module 4 – Steps for Fitting Time Series Model
Module 5 – Fitting a Time Series Model- Differencing
Module 6 – Fitting a Time Series Model – Augmented Dickey-Fuller Test
Module 7 – Fitting a Time Series Model – ACF Plots
Module 8 – Understanding Time Series Model in a Nutshell

Free Career Counselling

Career Services

Intellipaat career services are a part of our paid program that gives you an extra edge for employability.

Mock interviews

Will be arranged by our dedicated career support team in collaboration with the industry experts.

Aptitude and Soft skills training

Intellipaat’s technical team will provide one day workshop for all the student.

Resume Preparation

Students will be taught how to create an effective resume.

3 assured interview calls

Intellipaat will arrange interviews with top MNCs and startups.

Dedicated Learning Manager

Intellipaat will arrange interviews with top MNCs and startups.

24*7 Support for Doubt Clearance

Intellipaat will arrange interviews with top MNCs and startups.

Testimonials

Neha Manoharan

Business Analyst at IBM

Certification courses from Intellipaat are actually beneficial. They give correct coaching covering basics along with 24*7 support. They also offer learning guidance and suggest the right course for you.

Sundararaman Radhakrishnan

Machine learning data associate at Amazon

Great course! Comparatively, Intellipaat is better than other institutes. Some of their unique features which I liked are 24*7 support, lifetime access to class and course materials.

Rohan Bura

Service Desk Analyst at Capita India Pvt Ltd

The course content is good and the quizzes, assignments have good coverage related to concepts. The complexity was also good along with flexible batches and schedules for learning ease.

Prabhu Galebe Rachanna

Client Solution Group - Consumer Business Unit at Wipro Limited

This training helped me easily understand the core concepts of Machine Learning and Data Science. The training provided hands-on experience and has helped me develop a strong base in the domain.

Shailja Sehgal

Software Engineer

The course structure is unique and well-designed. Also, the support team is there 24*7 and instantly replied to my queries. Post this course, I am confident to start a career in this domain.

Kuldeep Singh Dudi

Jr Software Developer at Convexicon Software Solutions

It was an amazing experience learning from Intellipaat. I really appreciate the support team’s efforts to solve my queries. Also, great instructors and comprehensive learning content.

Course Advisor

Niraj Kumar

Co-founder & CTO, DataMetica

Niraj has over 12 years of experience in the field of IT. He deals with everything from designing various architectures, developing methodologies in Machine Learning, AI, and Full Stack Development to handling Big Data and many more for top Fortune 500 companies.

Diwakar Chittora

Co-founder & CEO, Intellipaat

He has more than 11 years of experience in developing large-scale BI products for Fortune 500 companies and has great experience in doing data analytics on large-scale data. He has worked in companies like Amex, Mercedes Benz Research, Pentaho, and Wipro in the past.

Muthusamy Manigandan

Head Engg., Amazon India

Mani comes with great experience working on algorithms, Data Science, Big Data, and AI. He has worked on multiple research projects in the past on Data Science, AI,and ML for display advertising, recommendation and classification systems,etc. He comes with 16+ years of experience with building large-scale AI products for top MNCs.

Our alumni work at

Our Alumni

FAQ's

Talk to us

Attend ExpertClasses From Top Industry Experts and Master New Skills !

Project on Mortality Rate Calculation due to COVID-19

About Course

This project on global mortality rate analysis using Python will help you develop strong fundamentals in performing data analysis on a given categorical or numeric data set. The project includes identifying global mortality rates due to COVID-19. Also, you will learn to develop and analyze an insightful report and create a dashboard depicting the same. The trends in the COVID-19 cases can be studied at a global level through the insights.

Why Join this Course

Payscale

The average annual pay of a data science professional in India is around Rs.10,00,000 - Payscale

Glassdoor

The national annual average pay of a data science professional in the USA is around US$115,516 - Glassdoor

LinkedIn

Almost all organizations look for data scientists having good knowledge of Linear Regression. Some of them include Facebook, Novartis, Airbnb, Google, Uber, and IBM.

Python Developers Survey

84% of programmers use Python as their main language. - Python Developers Survey

View More
Course Fee FREE

Key Features

  • 1 hour of self-paced learning
  • Quizzes and Assignments for quality learning
  • Lifetime access to learning material
  • Certification
  • 24 x 7 Lifetime Support & Access
  • All of the above for free!

Course Curriculum

The project aims at identifying the mortality rate by COVID-19 at a global level. Analyze and create a dashboard to gain insights into the COVID-19 cases. Use a world map to compare the confirmed cases and the death cases worldwide.

Free Career Counselling

Career Services

Intellipaat career services are a part of our paid program that gives you an extra edge for employability.

Mock interviews

Will be arranged by our dedicated career support team in collaboration with the industry experts.

Aptitude and Soft skills training

Intellipaat’s technical team will provide one day workshop for all the student.

Resume Preparation

Students will be taught how to create an effective resume.

3 assured interview calls

Intellipaat will arrange interviews with top MNCs and startups.

Dedicated Learning Manager

Intellipaat will arrange interviews with top MNCs and startups.

24*7 Support for Doubt Clearance

Intellipaat will arrange interviews with top MNCs and startups.

Testimonials

Ashwanth S M

Executive Search Recruiter at FIDIUS Advisory

This course that I took from Intellipaat is well structured as the different modules help learn the concepts in a precise manner. Good learning experience with hands-on assignments.

Byrraju Anjaneyulu

Senior Software Engineer at Accion Labs, Python API and UI Automation developer

I did this training course from Intellipaat and I must say the course content is well structured and the curriculum is as per the industry standard and requirements. Also, good teaching support.

Dhanush Patel

Python & Data Science Expert

The training approach by Intellipaat is quite simple and helped me easily learn the concepts. The course structure was good and very well structured. I definitely would suggest this course to all.

Srishti Bhattacharya

Data Analyst

Good learning experience at Intellipaat. The training was well-organized and offered flexible batches and schedules. Also, it was worth investing time in the course and the support was great.

Sujoy Chakraborty

Advisory Consultant at IBM

The quality and the service of the training, both were excellent. I genuinely enjoyed learning every module. The content is extremely informative and incredibly useful. I highly recommend it.

Srijan Mukherjee

Data Science Expert

The assignments and project works really give hands-on experience. In addition to this, the Intellipaat support team offers immediate response to all doubts and queries and is available 24*7.

Course Advisor

Niraj Kumar

Co-founder & CTO, DataMetica

Niraj has over 12 years of experience in the field of IT. He deals with everything from designing various architectures, developing methodologies in Machine Learning, AI, and Full Stack Development to handling Big Data and many more for top Fortune 500 companies.

Diwakar Chittora

Co-founder & CEO, Intellipaat

He has more than 11 years of experience in developing large-scale BI products for Fortune 500 companies and has great experience in doing data analytics on large-scale data. He has worked in companies like Amex, Mercedes Benz Research, Pentaho, and Wipro in the past.

Muthusamy Manigandan

Head Engg., Amazon India

Mani comes with great experience working on algorithms, Data Science, Big Data, and AI. He has worked on multiple research projects in the past on Data Science, AI,and ML for display advertising, recommendation and classification systems,etc. He comes with 16+ years of experience with building large-scale AI products for top MNCs.

Our alumni work at

Our Alumni

FAQ's

Talk to us

Attend ExpertClasses From Top Industry Experts and Master New Skills !

ML with TensorFlow

About Course

This training program will help you gain in-depth knowledge in Deep Learning and AI, TensorFlow, Perceptions, and Neural Networks. Build a successful career in Machine Learning by developing a strong base of knowledge in the concepts related to this domain through Intellipaat’s industry-aligned training in Machine Learning with TensorFlow that is also industry-recognized by 500+ organizations.

Why Join this Course

Payscale

The average annual pay of a TensorFlow skilled Machine Learning Engineer in India is around Rs.8,00,000 - Payscale

Indeed

The average annual pay of a TensorFlow skilled Machine Learning Engineer in the USA is around US$149,061 - Indeed

Linkedin

The top companies hiring ML Engineers are Twitter, Apple, Airbnb, Facebook, Google, Uber, and IBM.

View More
Course Fee FREE

Key Features

  • 4 hours of self-paced learning
  • Quizzes and Assignments for quality learning
  • Lifetime access to learning material
  • Certification
  • 24 x 7 Lifetime Support & Access
  • All of the above for free!

Course Cur