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Machine Learning Course Online

4.8 (578 Ratings)

Explore this Machine Learning course by Intellipaat in collaboration with IIT Madras and take a step closer to your career goal. This course helps you master Python, Machine Learning algorithms, AI, etc. Learn Machine learning from IIT Madras faculty and industry experts, and get certified.

Key Features

50+ Live sessions across seven months
218 Hrs Self-paced Videos
200 Hrs Project & Exercises
Learn from IIT Madras Faculty & Industry Practitioners
1:1 with Industry Mentors
3 Guaranteed Interviews by Intellipaat
24*7 Support
No Cost EMI Option

Machine Learning Overview

What will you learn in this Machine Learning course?

As part of this Machine Learning training, you will master the skills mentioned below, and you will become a successful Machine Learning Engineer:

  1. Microsoft excel for data analysis and data transformation
  2. Data analysis, project life cycle, and Data Science in the real world
  3. Techniques of evaluation, experimentation, and project deployment
  4. Analysis segmentation using clustering and the method of prediction
  5. Python with Data Science
  6. Machine Learning algorithms
  7. Data Science at scale with PySpark, AI with TensorFlow
  8. Git, Storytelling
  9. Deploying Machine Learning models on Clouds (MLOps)
  10. Data visualization with Tableau
  11. Natural Language Processing and its applications
  12. Data Science projects, analytics, and recommender systems

Experts have designed our ML course so that anyone, starting from a fresher/undergraduate or a professional seeking a career change, can take up our course and benefit from the same.

No! Anyone can take up our ML course without any prior knowledge of the domain.

ML is one of the most sought-after courses by data companies globally, owing to the immense pace at which the world is shifting towards AI and automation. Hence, by leveraging Intellipaat’s ML training, you will be exposed to numerous high-paying job opportunities and that too, at the starting few phases of your career.

Here are a few essential pointers that may make you think seriously about ML:

  • There are over 7,332 ML jobs available in India alone, as per LinkedIn.
  • Over 64,000 job openings are available for Machine Learning professionals in the USA, according to LinkedIn.
  • As per Indeed, the average income of Machine Learning Engineers is US$140,579 per annum in the United States.
  • The average annual income of Machine Learning Engineers in India is ₹685,100 (PayScale).
  • The growth rate for ML jobs is about 350%!
  • As part of this course training, you will work on real-world projects in the fields of e-commerce, automation, marketing, sales, banking, Internet, insurance, and more.
  • Our projects include building a chatbot to answer customer queries, building a recommendation system, fare prediction for taxi booking, analyzing the trends of COVID-19 with Python, customer churn classifier, etc.
  • Upon successful project completion, your skills will be equivalent to 6 months of industry experience.
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Machine Learning Engineers rank among the top emerging jobs. - LinkedIn
The global machine learning market is expected to reach USD 8.81 billion by 2022, at a Compound Annual Growth Rate (CAGR) of 44.1% - MarketsandMarkets

Career Transition

57% Average Salary Hike

$1,14,000 Highest Salary

12000+ Career Transitions

300+ Hiring Partners

Career Transition Handbook

Meet Your Mentors

Skills Covered

Python

Data Science

Data Analysis

AI

GIT

MLOps

Data Wrangling

SQL

Story Telling

Machine Learning

Prediction algorithms

NLP

PySpark

Model

Data visualization

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Tools Covered

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Course Fees

Online Classroom Preferred

  • Everything in Self-Paced Learning, plus
  • 50+ Live sessions across seven months of Instructor-led Training
  • One to one doubt resolution sessions
  • Attended as many batches as you want for Lifetime
  • Job Assistance
12 Dec

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

18 Dec

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

25 Dec

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

$1,492 10% OFF Expires in

Corporate Training

  • Customized Learning
  • Enterprise grade learning management system (LMS)
  • 24x7 Support
  • Enterprise grade reporting

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Machine Learning Course Curriculum

Live Course Self Paced

Module 1 – Preparatory Sessions – Python & Linux

Preview

Our trainers will teach basic Python libraries and functions to you and the Linux operating system fundamentals.

Module 2 – GIT

Preview
  • What is Version Control?
  • Types of Version Control System
  • Introduction to SVN
  • Introduction to Git
  • Git Lifecycle
  • Common Git commands
  • Working with branches in Git
  • Merging branches
  • Resolving merge conflicts
  • Git workflow
  • Introduction to Data Science using Python
  • Python basic constructs
  • Maths for DS-Statistics & Probability
  • OOPs in Python (Self paced)
  • NumPy for mathematical computing
  • SciPy for scientific computing
  • Data manipulation
  • Data visualization with Matplotlib
  • Machine Learning using Python
  • Supervised learning
  • Unsupervised Learning
  • Python integration with Spark (Self paced)
  • Dimensionality Reduction
  • Time Series Forecasting
  • Central tendency
  • Variability
  • Hypothesis testing
  • Anova
  • Correlation
  • Regression
  • Probability definitions and notation
  • Joint probabilities
  • The sum rule, conditional probability, and the product rule
  • Bayes theorem
  • Machine Learning using Python
  • Supervised learning
  • Unsupervised learning
  • Dimensionality reduction
  • Time-series forecasting
  • Introduction to Big Data and Apache Spark
  • Apache Spark framework and RDDs
  • PySpark SQL and Data Frames
  • Introduction to Hive
  • Introduction to Deep Learning and Neural Networks
  • Multi-layered Neural Networks
  • Artificial Neural Networks and various methods
  • Deep Learning libraries
  • Why and when do we need MLOps
  • AI pipelines
  • Training, tuning, and serving on AI platform
  • Kubeflow pipelines on AI platform
  • CI/CD for Kubeflow pipelines
  • Introduction to data visualization
  • Architecture of Tableau
  • Working with metadata and data blending
  • Creation of sets
  • Working with filters
  • Organizing data and visual analytics
  • Working with mapping
  • Working with calculations and expressions
  • Working with parameters
  • Charts and graphs
  • Dashboards and stories
  • Tableau Prep
  • Integration of Tableau with R and Hadoop

In the Data Science Capstone project, you will use all the knowledge and skills you have acquired throughout this advanced certification program and gain industry experience in the domain.

  • Entering data
  • Referencing in formulas
  • Name range
  • Understanding logical functions & conditional formatting
  • Important formulas in Excel
  • Working with Dynamic table
  • Data transformation for analysis
  • Working with charts for data visualization
  • Pivot tables in Excel
  • Working with Macros in Excel and working with VBA
  • Introduction to SQL
  • Database normalization and entity-relationship model
  • SQL operators
  • Working with SQL: Join, tables, and variables
  • Deep dive into SQL
  • functions
  • Working with Subqueries
  • SQL views, functions, and stored procedures
  • Overview of Natural Language Processing and text mining
  • Text mining, cleaning, and processing
  • Text classification
  • Sentence structure, sequence tagging, sequence tasks, and language modeling
  • Introduction to semantics and vector space models
  • Dialog systems
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Free Career Counselling

We are happy to help you 24/7

Machine Learning Projects

Peer Learning

Via Intellipaat PeerChat, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends — the possibilities are endless and our community has something for everyone!

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Career Services

Career Services
Resume

Career Oriented Sessions

Throughout the course

Over 20+ live interactive sessions with an industry expert to gain knowledge and experience on how to build skills that are expected by hiring managers. These will be guided sessions and that will help you stay on track with your up skilling objective.

Resume

Resume & LinkedIn Profile Building

After 70% of course completion

Get assistance in creating a world-class resume & Linkedin Profile from our career services team and learn how to grab the attention of the hiring manager at profile shortlisting stage

Resume

Mock Interview Preparation

After 80% of the course completion.

Students will go through a number of mock interviews conducted by technical experts who will then offer tips and constructive feedback for reference and improvement.

Resume

1 on 1 Career Mentoring Sessions

After 90% of the course completion

Attend one-on-one sessions with career mentors on how to develop the required skills and attitude to secure a dream job based on a learners’ educational background, past experience, and future career aspirations.

Resume

Assured Interviews

After 80% of the course completion

Assured Interviews upon submission of projects and assignments. Get interviewed by our 500+ hiring partners.

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Exclusive access to Intellipaat Job portal

After 80% of the course completion

Exclusive access to our dedicated job portal and apply for jobs. More than 400 hiring partners’ including top start-ups and product companies hiring our learners. Mentored support on job search and relevant jobs for your career growth.

Machine Learning Certification

What should I do to unlock my Intellipaat certificate?

To unlock the certificate, you will have to complete this ML course training with the given assignments and projects, which the industry experts will duly review. Upon completing this Machine Learning online course with at least 60% marks, Intellipaat will provide you with an industry-recognized course completion certificate with lifelong validity. Top organizations and FAANG companies across the globe recognize our certification.

With the successful course completion securing the desired percentage, you will get the certificate via our Learning Management System. You can download the certificate and use it for future endeavors.

Yes, Intellipaat’s certification is recognized worldwide by more than the top 500 MNCs, including Sony, IBM, Infosys, Mu Sigma, Hexaware, Cisco, Standard Chartered Bank, Ericsson, and many others.

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Machine Learning Training Reviews

4.8 ( 2,503 )

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FAQs on Machine Learning

Why should I join this Machine Learning online course at Intellipaat?

Intellipaat’s comprehensive Machine Learning online training with IIT Madras consists of hands-on projects and case studies. A few of the many reasons for choosing Intellipaat’s ML training online includes the following:

  • You will learn various concepts such as ML using Python, classification techniques, linear algebra behind linear regression, logistic regression, supervised and unsupervised learning, and more.
  • After completing the lectures, you will receive Intellipaat’s certificate, valued by 100+ MNCs worldwide.
  • This Machine Learning program covers real-time ML projects and exercises that are highly relevant in the corporate world. It also includes an extensive curriculum created by industry experts.
  • Our ML course classes will allow you to compete for some of the best positions in the world’s leading MNCs for higher salaries.
  • We provide lifetime access to videos of these ML classes, resources, their free upgrades to the latest version, and 24/7 learning support.

Yes. Intellipaat provides practice tests for all learners to help them get familiar with the format of the exam and the type of questions asked in it.

Here are some of the top job roles that you can consider:

  • Machine Learning Engineer
  • Human-centered Machine Learning Designer
  • Data Scientist
  • Business Intelligence Developer
  • NLP Scientist

We offer both—live instructor-led and self-paced training.

A little bit of coding skill is essential for Machine Learning. You should look into OOPs concepts, data structures, and algorithms, which will all be covered in this course by Intellipaat. Some of the popular programming languages used in Machine Learning are R, Python, C++, and Java.

Machine Learning is the process of collecting real-world data, extracting useful information from it, and then taking actions to perform specific tasks without manual programming. It helps systems improve over time on their own by exploring various types of real-world data. It also allows organizations to enhance their business strategies by knowing the insights extracted from the given business data.

No doubt! Machine Learning is in high demand, and at the same time, employers need professionals who have the right skills for building applications for the future.

Here, at Intellipaat, we have created our program by acknowledging that our learners come from varied backgrounds. So, we curate it from the basic level and gradually increase the difficulty level to grasp all the concepts taught in the program quickly. Further, we make sure that the learners’ skills would be equivalent to 6-month experience in this technology by the end of the program.

Intellipaat’s ML certification course in collaboration with IIT Madras curated by industry experts covers basic and advanced concepts of this trending technology. Further, this program covers all the topics with the help of several real-life examples, which are extremely useful, especially for beginners.

Here, you will learn mathematics, statistics, etc., and then gain in-depth knowledge of ML. So, if you are a beginner in this field and aim to pursue a career in it, this is the best platform for you.

You can access all the lectures and assignments the moment you enroll in this program. Also, Intellipaat provides lifelong access to the complete material for you to refer to it as and when required.

We select instructors who are top SMEs in the industry with a minimum of 8 to12 years of experience in Machine Learning. They are all highly qualified trainers in the field of Machine Learning and Artificial Intelligence. The selection happens through a rigorous process, where domain knowledge and training ability is part of the test.

Intellipaat’s teaching assistant team consists of technical experts who help learners in various aspects, including doubt clearance, assignment sessions, and project evaluation.

As part of career services, we conduct mock interviews and help develop your resume and a LinkedIn profile. Besides, we have a dedicated job portal to interact with recruiters and apply to job openings. Our job portal has more than 500 recruiters on board, including some top companies such as Amazon, Flipkart, etc.

Yes, Intellipaat offers several group discounts for our classroom program, depending on the group size and type. To avail of the group discount for our Machine Learning advance course, you need to contact our course advisors, who will help you with all your doubts regarding the discount offers we provide.

If you end up missing a class, then you can contact our support team. Our team will further assist you in scheduling another session for the same topic so that you can catch up with the rest.

Also, all the sessions are recorded and shared with all participants in the LMS (Learning Management system). You can also refer to these recorded sessions for the missed class.

Intellipaat offers the facility of integrated labs that act as a platform for you to execute our industry-based projects. You will be guided through the steps to quickly deploy all the necessary tools and further complete the hands-on exercises successfully.

Intellipaat’s Machine Learning program provides material that comprises all the necessary modules to learn this popular technology. These pre-recorded video lectures and material are highly effective as they allow you to complete the whole program at your own pace and take your time to learn the concepts thoroughly.

After completing this certification training, you will receive the certificate from us, valid for a lifetime.

Intellipaat’s certificate is recognized by over 500 top MNCs worldwide, including companies such as Sony, Mu Sigma, Cisco, IBM, Standard Chartered Bank, TCS, Infosys, Ericsson, Genpact, Cognizant, etc.

At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.

Intellipaat is offering 24/7 query resolution, and you can raise a ticket with the dedicated support team at any time. You can avail of email support for all your queries. If your query does not get resolved through email, we can also arrange one-on-one sessions with our support team. However, 1:1 session support is provided for a period of 6 months from the start date of your course.

Intellipaat is offering you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.

You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.

Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this, we are exclusively tied-up with over 80 top MNCs from around the world. This way, you can be placed in outstanding organizations such as Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, and Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation as well.

You can definitely make the switch from self-paced training to online instructor-led training by simply paying the extra amount. You can join the very next batch, which will be duly notified to you.

Once you complete Intellipaat’s training program, working on real-world projects, quizzes, and assignments and scoring at least 60 percent marks in the qualifying exam, you will be awarded Intellipaat’s course completion certificate. This certificate is very well recognized in Intellipaat-affiliated organizations, including over 80 top MNCs from around the world and some of the Fortune 500companies.

Apparently, no. Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.

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