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Machine learning with R in
collaboration with IBM

Apply Now
Industry Experts From

Universally Recognized Certificates

From IBM and DataTrained

Capstone and Real Life Projects

Access to 15 real life projects and a capstone project

Analytics Jobs Placement Assistance

Access to analyticsjobs.in curated jobs

Access to in-demand Tools

IBM Watson labs and $1200 equivalent Cloud Credits

₹9,999 ($175)

for self-paced

₹14,999 ($250)

for self-paced and live sessions blended mode
Enroll Now

About the Program

  • Machine Learning vs Statistical Modeling Supervised vs Unsupervised Learning

  • Supervised Learning I

  • Supervised Learning II

  • Unsupervised Learning

  • Dimensionality Reduction Collaborative Filtering

Download Syllabus

Prerequisite

You should go through Applied Data Science with R.

1. Tell me something about this program?
IBM is an American multinational information technology company headquartered in Armonk, New York, with operations in over 170 countries. IBM is one of the world's largest employers, with over 350,000 employees, known as "IBMers". At least 70% of IBMers are based outside the United States, and the country with the largest number of IBMers is India. IBM employees have been awarded five Nobel Prizes, six Turing Awards, ten National Medals of Technology (USA) and five National Medals of Science (USA).

This collaboration between IBM and DataTrained provide our student's hands-on experience in predictive analytics and advanced computing.

Expectations for this program co-developed with IBM:

1. Industry-recognized certificate from IBM and DataTrained.
2. IBM Cloud Credits for 6 months equivalent to $1200.
3. IBM Cloud Platforms access like IBM Watson for hands-on practice.
You will learn to make use of the R language to access databases, clean, analyze, and visualize data with R. Through our guided lectures and access to labs, you will get hands-on experience tackling fascinating data issues. This's an action-packed learning path for data science enthusiasts who wish to work on real-life problems with R.
You should go through Applied Data Science with R.

Programming Languages and Tolls Covered

Instructors

Learn from India’s leading Software Engineering faculty and Industry leaders
Saeed Aghabozorgi
Data Scientist, IBM
Saeed Aghabozorgi, PhD is a Data Scientist in IBM with a track record of developing enterprise level applications that substantially increases clients’ ability to turn data into actionable knowledge.
Dr. Deepika Sharma
Training Head, DataTrained
Research Scientist with a PhD in computer science and 10+ years of hands-on experience.
Rav Ahuja
Senior Manager, IBM
Rav Ahuja is a Senior Manager with IBM Canada Lab specializing in AI, Data Science and Big Data analytics. He is part of the Emerging Technologies team and is involved in incubating solutions for Data Scientists and Analytics Professionals.
Raul F. Chong
Senior Program Manager, IBM
Raul F. Chong is a Senior Program Manager based at the IBM Toronto Laboratory. Raul joined IBM in 1997 and has held numerous positions in the company. Raul has taught many DB2 workshops, has published numerous articles, and has contributed to the DB2 Certification exam tutorials.
Grant Hutchison
Senior Engineer, IBM
Grant Hutchison had worked with IBM for 18 years as Senior Engineer and Manager at IBM Canada (1991-2009). He held various roles including: Software Development, Support, Quality Assurance, Marketing, Sales, Training, and Product Management.

Learning Path

1
Course 1: Machine Learning vs Statistical Modeling Supervised vs Unsupervised Learning

This Machine Learning with R program dives into the fundamentals of machine learning utilizing an approachable, and popular, programming language.
Read More

You will find out Supervised vs Unsupervised Learning, check into just how Statistical Modeling pertains to Machine Learning, and also perform their comparison.

Look at real-life instances of Machine learning and just how it impacts society in ways you might not have guessed!

Explore a lot of algorithms and models:

. Popular algorithms: Dimensional, Clustering, Regression, and Classification Reduction.

. Popular models: Train/Test Split, Root Mean Squared Error, as well as Random Forests.

Get ready to do a lot more learning than the machine of yours!

Course Content
Machine Learning Languages, Types, and Examples
Machine Learning vs Statistical Modelling
Supervised vs Unsupervised Learning
Supervised Learning Classification
Unsupervised Learning
Course 2: Supervised Learning I
Course Content

K-Nearest Neighbors
Decision Trees
Random Forests
Reliability of Random Forests
Advantages Disadvantages of Decision Trees
2
3
Course 3 - Supervised Learning II
Course Content
Regression Algorithms
Model Evaluation
Model Evaluation: Overfitting Underfitting
Understanding Different Evaluation Models
Course 4: Unsupervised Learning
Course Content
K-Means Clustering plus Advantages Disadvantages
Hierarchical Clustering plus Advantages Disadvantages
Measuring the Distances Between Clusters - Single Linkage Clustering
Measuring the Distances Between Clusters - Algorithms for Hierarchy Clustering
Density-Based Clustering
4
5
Course 5: Dimensionality Reduction Collaborative Filtering
Course Content

Dimensionality Reduction: Feature Extraction Selection
Collaborative Filtering Its Challenges

Machine learning with R in collaboration with IBM

Get eligible for 3 world-class certifications thus adding that extra edge to your resume.
  • Alumni Status
  • Learning paths and certification from IBM
  • Course completion certificate from DataTrained Education
  • Project completion certificate from DataTrained Education

Admission Process

There are 3 simple steps in the Admission Process which is detailed below
Step 1: Fill in a Query Form
Fill up the Query Form and one of our counselor will call you & understand your eligibility.
Step 2: Get Shortlisted & Receive a Call
Our Admissions Committee will review your profile. Upon qualifying, an Email will be sent to you confirming your admission to the Program.
Step 3: Block your Seat & Begin the Prep Course
Block your seat with a payment of INR 10,000 to enroll into the program. Begin with your Prep course and start your Data Science journey!

Program Fee

No Cost EMI options are also available. *

What's Included in the Price

Features/Benefits
  • Industry recognized certificate from IBM
  • Access to 15 real life projects and a capstone project
  • IBM Watson labs and $1200 equivalent Cloud Credits

I’m interested in this program

By clicking Start Application, you agree to our terms and conditions and our privacy policy.

Career Impact

Over 500 Careers Transformed
Aruni Khare

Data Scientist, RBS

DataTrained has helped me with the vital knowledge and skills that are needed for a data scientist role. The trainer starts with an example to make us comprehend the concept and then help us build the algorithms with the real industry datasets.

Rakshit Jain

Data Scientist, Optum

I saw an ad from DataTrained on facebook and I contacted them straight away and inquired about their Data Science online course. Their counselor took me through the complete journey of what they offer and what is data science all about. After continuous conversation for a few weeks, I was pretty sure about the course and now I knew where I need to invest my money and hard work.

Rupam Kumar Chaurasia

Head Sales, Glenmark

The program is a well-balanced mix of pre-recorded classes, live sessions on weekends and printed reading materials they sent to my address. My mentor was Amit Kaushik and he helped me in getting that confidence and completing my assignments on time.I have almost completed the course and have been able to crack Glenmark interview.Thank you so much DataTrained.

Vanshika Rathi

Data Analyst, Ola

Once I Joined DataTrained my learning curve started to grow steeply and as per the mentors I followed the new approach to get Data Science job.If I am successfully placed with one of the biggest data science firm complete credit lies with DATATRAINED and their competent Faculty.

Surbhi Jain

Sr. Data Specialist, Bank of America

I did my research before deciding which course I should register myself for and of all the courses that I have found, the one offered by DataTrained was completely dedicated to analytics, after enrolling for Postgraduate Program for Data Science, I realized DataTrained Data Science course was ideal for me.

Saurabh Chauhan

Data Analyst, KPMG India

All faculty members in DataTrained are well known and they are available round the clock to discuss any course related query.After completing my course I was so confident and cracked my first Interview with Amazon and I have completed a successful 1 year with them. Big thanks to DataTrained to help me in selecting a perfect job for me.

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Frequently Ask Questions

Will I get a certificate for this training?
Yes, you will get a certificate from DataTrained for the course completion as well as a project completion certificate from DataTrained.
There are two types of projects:

a. Practice projects: Your mentor will first do 2-3 projects for you and then you will do the next 3-4 projects wherein you will get help from your mentor and on tickets.

b. Evaluation projects: Once you’re done with the practice projects, you get access to the evaluation projects.
Data Science doesn’t need any previous technical or programming experience. We will teach you Math, Stats and programming at a very beginner level.
No, the program is designed in such a way that, you can continue with your job along with this program. It will be a mix of pre-recorded videos, live classes as well as printed study material. Every topic would be project-based and will be taught as per the live market scenario. The course module will be covered under the guidance of Industry Experts.
There are two training modes:

a. Self-paced: You will get access to DataTrained and IBM joint LMS wherein you will be assigned courses and projects. You will need to go through these courses and complete the projects as your own pace. Mentor support will be provided.

b. Blended: You will get access to DataTrained and IBM joint LMS wherein you will be assigned courses and projects. You will need to go through these courses and complete the projects as your own pace. In addition to these courses, live online classes are conducted on Saturdays and Sundays for you. Mentor support will be provided.
In case you miss a class, you need not to worry. All the live classes’ recordings will be available on your LMS. You can watch and practice the concepts at your own time.
We have partnered with analyticsjobs.in for the placement assistance for our learners who successfully completes our programs. Analytics Jobs is a leading media and job portal company specifically aimed for the jobs in Data Science, Analytics, Automation, RPA, Cloud, Block Chain and computer science.
The program fee is Rs. 9999 for self-paced and Rs. 14999 for self-paced and live sessions blended mode. For International students, the program fee is $170 plus taxes for self-paced.
For Queries and Suggestions

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