Specialization Course in
Machine Learning and Deep Learning

Learn From Industry Experts With 1:1 Mentoring & Online Instructor-led Training

About the Specialization

Have you ever wondered how Self driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such an accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?

Machine learning is behind these innovations. In the recent times, it has been proven that machine leaching and deep learning approach to solving a problem gives far better accuracy than other approaches. This has led to a Tsunami in the area of Machine Learning.

Most of the domains that were considered specializations are now being merged into Machine Learning. This has happened because of the following:

  • Better research and algorithms
  • Better computing resources
  • Distributed computing infrastructures
  • Availablity of Big Data

Every domain of computing such as data analysis, software engineering, and artificial intelligence is going to be impacted by Machine Learning. Therefore, every engineer, researcher, manager or scientist would be expected to know Machine Learning.

So naturally, you are excited about Machine learning and would love to dive into it. This specialization is designed for those who want to gain hands-on experience in solving real-life problems using machine learning and deep learning. After finishing this specialization, you will find creative ways to apply your learnings to your work. For example

  • You would like to build a robot which can recognize faces or change the path after discovering obstacles on the path.
  • Or maybe you would like to unearth hidden gems (like predicting next year revenue or fraudulent transactions or building a recommendation engine etc) in your company's tons of data(logs, financial records, HR reports or e-commerce transactions reports).

See you in the specialization and happy learning!

Key Features

3 courses

Learn from industry experts. Follow the suggested order or choose your own.

Projects & Lab

Apply the skills you learn on a distributed cluster to solve real-world problems.

Certificate

Highlight your new skills on your resume or LinkedIn.

1:1 Mentoring

Subscribe to 1:1 mentoring sessions and get guidance from industry leaders and professionals.

Best-in-class Support

24×7 support and forum access to answer all your queries throughout your learning journey.
Learning Path

Course 1

Machine Learning Foundation Tools

Upcoming instructor-led session: Nov 5

Hardware and Software requirements:
Course requires a good internet (1 Mbps or more) and a browser to watch videos and do hands-on the lab. We've configured all the tools in the lab so that you can focus on learning and practicing in a real-world cluster.

You can choose to take this course only.

Introduction to Linux

Understanding CloudxLab

Jupyter

Python

Hands-On

Quiz

Linear Algebra

Using NumPy

Using Scipy

Understanding Scikit Learn

Hands-On

Quiz and Assessment

Vowpal Wabbit

Spark ML Lib

Hands-On

Quiz and Assessment

Course 2

Machine Learning

Upcoming instructor-led session: Starts Dec 3

Hardware and Software requirements:
Course requires a good internet (1 Mbps or more) and a browser to watch videos and do hands-on the lab. We've configured all the tools in the lab so that you can focus on learning and practicing in a real-world cluster.

You can choose to take this course only.

Simple Regression

Multiple Linear Regression

Polynomial Regression

Logistic Regression

Hands-On

Quiz

K-Means Clustering

Hierarchical Clustering

Classification

Training Models

Hands-On

Quiz and Assessment

Support Vector Machines

Decision Trees

Random Forests and Ensemble Learning

Dimensionality Reduction

Comprehensive Project

Course 3

Deep Learning

Upcoming instructor-led session: Starts Jan 21

Hardware and Software requirements:
Course requires a good internet (1 Mbps or more) and a browser to watch videos and do hands-on the lab. We've configured all the tools in the lab so that you can focus on learning and practicing in a real-world cluster.

You can choose to take this course only.

Hands with Tensor Flow

Introduction to Artificial Neural Networks

Training Deep Neural Nets

Convolutional Neural Networks

Recurrent Neural Networks

Hands-On

Quiz

Autoencoders

Reinforcement Learning

Machine Learning Project Approach

Hands-On

Quiz and Assessment

Comprehensive Project

Certificate

Earn your certificate

Our Specialization is exhaustive and the certificate rewarded by us is proof that you have taken a big leap in Machine Learning and Deep Learning.


Differentiate yourself

The knowledge you have gained from working on projects, videos, quizzes, hands-on assessments and case studies gives you a competitive edge.


Share your achievement

Highlight your new skills on your resume, LinkedIn, Facebook and Twitter. Tell your friends and colleagues about it.

 Course Certificate Sample
Enrollment
Online Instructor-led Training

Starts on 5 November | 6:30pm - 9:30pm PST | Sat, Sun | 90 hours

799 898

High-quality videos, slides, hands-on examples, quizzes, automated assessments, case studies, real-world projects

180 days of lab access for hands-on practice (from enrollment date till 28 April 2018)

24x7 support to answer your queries

Earn certificate in Machine Learning

90 hours of live online instructor-led training

Enroll Now
Instructor
Sandeep Giri

Sandeep Giri

Founder at CloudxLab, Amazon, InMobi, Founder @ tBits Global, D.E.Shaw

For last 15 years, Sandeep has been building products and churning large amounts of data for various product companies. He has an all-around experience of software development and big data analysis.

Apart from digging data and technologies, Sandeep enjoys conducting interviews and explaining difficult concepts in simple ways.

Course Creators
Abhinav Singh

Abhinav Singh

Co-Founder at CloudxLab, Byjus
Course Developer
Aditya Zutshi

Aditya Zutshi

Cisco, IMT Ghaziabad, IIT Roorkee
Program Manager
 Jatin Shah

Jatin Shah

LinkedIn, Yahoo, Yale CS Ph.D., IIT-B
Course Advisor

Testimonials

FAQ

We understand that you might need course material for a longer duration to make most out of your subscription. You will get lifetime access (Till the company is operational) to the course material so that you can refer to the course material anytime

In online instructor-led training, Sandeep Giri along with his team of experts will train you with a group of our course learners over online conferencing software like GoToMeeting. Classes will happen every Saturday and Sunday (between 6:30pm - 9:30pm PST ), starting from November 5, 2017.
We offer mentoring sessions to our learners with industry leaders and professionals so you can get 1 on 1 help with any questions you may have, whether your questions are technical, job-related or anything else.
It is a paid service and exclusively available to learners enrolling for the course. We will provide more information on subscription information for the same after the course is launched.
At the end, of course, you will work on a real-time project. You will receive a problem statement along with a data-set to work on CloudxLab. Once you are done with the project (it will be reviewed by an expert), you will be awarded a certificate which you can share on LinkedIn.
Enrollment into this specialization entails 180 days of free access to lab.
For self-paced course, we provide 100% fees refund if the request is raised within 7 days from enrollment date. Thereafter, no refund is provided.

For instructor-led course, we provide 100% refund if not more than 1 live session has been conducted -- and we provide 50% refund if 2-4 live sessions have been conducted. If 5 or more live sessions have been conducted, then no refund will be provided.

Have more questions? Please contact us at reachus@cloudxlab.com