Postgraduate Program in Data Science and Machine Learning(PGPDM)
Rs. 3.65 Lakhs + GSTScholarships up to 50K!* Call us
Ranked #2 among “Top 10 Executive
Data Science Courses, 2017, 2018 & 2019”
Start Date 28 March, 2020
Duration 10 months
Format Blended (Bengaluru)
Tools Covered
Program Overview
ABOUT
Enrol for the most specialized data science program and machine learning program in India, Postgraduate Program in Data Science and Machine Learning (PGPDM), by the University of Chicago’s Graham School, the professional division of one of the top-ranked universities in the US; and Jigsaw Academy, India’s top online school for analytics.
The program is a blend of data science, deep learning, business analytics and visualization with the application of advanced analytics models for artificial intelligence, deep learning and cognitive computing.
Designed to give students a comprehensive analytics education with a combination of online and in-person sessions, projects and seminars by industry leaders and hands-on learning, PGPDM has already made a significant impact, being ranked #2 in the ‘Top 10 Executive Data Sciences Courses in India’ by Analytics India Magazine for 2017, 2018 & 2019.
WHY PGPDM?
If you already have some experience in technology and are interested in building a career in the futuristic areas of Machine Learning, Deep Learning and AI, the PGPDM can equip you with all the skills and tools you need.
Acquire technical analytics skills that drive business success
Develop expertise in Machine Learning, Artificial Intelligence and Deep Learning
Train in making decisions with statistical software tools combined with case studies
Learn from UChicago’s instructors, research leaders and industry veterans and Jigsaw Academy
PROGRAM STRUCTURE
The program comprises of 450+ hours of training via online and instructor-led classes, in-person classroom sessions held on weekends in Bangalore and video lectures.
- Classroom lectures led by experienced faculty and industry experts
- Intensive hands on case study workshops and practice sessions
- Industry interactions with senior Subject Matter Experts
- Weekend live online classes
- Delivered by experienced UC instructors and JA faculty and industry SMEs
- Recordings of live classes available for reference and learning
- eLearning content in the form of videos, reading material and assessments
- Practice assignments and code samples
- Extra material on one of the following functional expertise – Marketing Analytics, Financial Services Analytics, Supply Chain Analytics, HR Analytics or Web and Social Media Analytics
- Free access to the world’s largest analytics library
- Free access to our comprehensive learning content
- Live Project with mentoring from project company or SMEs
- 100+ hours of graded and practice assignments
CERTIFICATION
Since the University of Chicago’s founding in 1890, the Graham School of Continuing Liberal and Professional Studies has served as the center of innovative lifelong learning, extending the University’s academic values to a broader audience. They offer professional development with practical application, powered by the University of Chicago’s mission as an intellectual destination leading new ways of thinking.
The University of Chicago is consistently ranked within the top 10 universities to study at, globally.
2017 US News Best Colleges Rankings – Ranked No 3 after Harvard and Princeton
Consistently placed among the top 10 universities in the world by ARWU
Ranked among the top 10 universities in the world
Ranked among the top 9 universities in the world by the Times
CURRICULUM
Program Curriculum
The Postgraduate Program in Data Science and Machine Learning curriculum covers best in-class modelling and data analytics techniques, through a combination of lectures, a capstone project and assignments. The course enhances analytical skills to drive impactful insights from data, using tools, such as Python, Tableau, Big Data, Hadoop, MapReduce, Spark, SparkMLlib and Tensor Flow.
(Modules 1 - 4)
(Modules 5 - 6)
(Modules 7 - 8)
(Module 9)
- Analytics Overview
- Introduction to Python programming
- Summary statistics using Python
- Introduction and Data Manipulation with Python
- Overview of inferential statistics
- Data pre-processing (Data Exploration & Data Preparation)
- Data Visualization with Python
- Introduction to databases
- Relational Databases
- Basic SQL
- Advanced SQL
- Reporting and Datawarehousing
- Business Intelligence
- Value of Data and Power of Storytelling
- Data Viz and Business Problem Formulation
- Visualizing Time, Proportion and Space
- Exploratory Data Analysis and Relationship Visualization
- Communicating with Data
- Python and Data Visualization
- Feature engineering
- Predictive Modelling with Python using regression techniques
- Linear and logistic regression
- Overview of Predictive Modeling and Machine Learning
- Cluster Analysis
- PCA & SVM
- Decision Trees and Resampling Techniques
- Ensemble Models, Boosting and Random Forest
- Introduction to Time Series forecasting
- Intro to Big Data
- Hadoop, HDFS & MapReduce
- Data warehousing with HIVE
- Spark, RDD’s, data frames & Spark SQL
- Machine learning on Spark (Spark MLlib)
- Web scraping
- Big Data Case study
- Artificial Neural Networks (ANN) and Artificial Intelligence
- Multi-layered Neural Networks and Deep Learning
- Natural Language Processing
- Search and Recommendation
- Computer Vision
- Explainable AI (XAI)
- Capstone Project
- Career Management
- Putting the Jigsaw together
Postgraduate Program in Data Science and Machine Learning also provides excellent preparation for graduate-level study. Learn more about the University of Chicago Graham School’s M.Sc in Analytics program.
CAPSTONE PROJECTS
The Postgraduate Program in Data Science and Machine Learning has a rigorous curriculum which culminates in a real-time project featuring actual business problems which students will be expected to solve applying the analytics knowledge gained. The capstone project is a program requirement that’s designed to build this competency.
Student teams will identify a company with both a business problem and the resources needed to carry out the research process, and work with analytics industry research partners across levels and functions. Students will also additionally have access to proprietary and rare data from companies and work in a secure online lab to prepare the analysis report.
Capstone Project Partners
FACULTY AND ADVISORY BOARD
Our faculty are an active community of acclaimed scholars, industry experts and professionals on the cutting-edge of high technology.
-
Victoria GustafsonInstructor, UChicago
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J. Bryan BennettInstructor, UChicago
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Prashant PradhanCTO, IBM India South Asia
(Advisory) -
Vaishali KastureMD and India Head, Experian (Advisory)
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Kimberly ChulisCo-Founder, Core Analytics (Advisory)
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Sameer DhanrajaniCSO, Fractal Analytics (Advisory)
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Arnab BoseInstructor, UChicago
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Jonathan D. WilliamsInstructor, UChicago
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Anil ChaturvediInstructor, UChicago
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Medy AgamiInstructor, UChicago
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Baan BapatFaculty, Jigsaw Academy
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Gunnvant SainiFaculty, Jigsaw Academy
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Ravi A.Faculty, Jigsaw Academy
PLACEMENTS
CAREER PROGRESSION
In 2019, the analytics and data science industry touched the $3.03 billion mark. This is not all – according to the Analytics India Magazine, the industry is prophesied to double its revenue by 2025. This skyrocketing rise in the market is not only driving advancements in the industry but also opening a lot of career opportunities for aspiring data scientists. This bodes well for anyone thinking of moving into data science, or augmenting their current skill set with data science.
Postgraduate Program in Data Science and Machine Learning graduates will be primed to pursue a wide variety of prestigious and extremely well-rewarded positions in the following domains.
INDUSTRY INTERNSHIPS
Postgraduate Program in Data Science and Machine Learning offers guaranteed internships (T&C Apply) to all eligible candidates during the term of the program. These are with some of the biggest companies and exciting new startups across retail, technology, banking & finance and other domains.
Placement Assistance
The program offers a robust recruitment program combined with high-level networking opportunities for our students to engage with industry experts, through guest seminar series, capstone projects and guest lecturers. In addition to the Postgraduate Program in Data Science and Machine Learning career workshops and resources, students also have access to resume assistance and interview prep skills with industry professionals.
- Ample opportunities through our 450+ corporate contacts
- Profiles shared with job consultants
- Preparatory interviews with industry professionals
- Analytics question bank & resume reboot
- 2024 interviews were scheduled for Jigsaw students in 2018
- 34% is the average percentage of salary hikes received by Jigsaw students
- The highest salary earned by a Jigsaw alum with less than 3 years of experience has been 15.3 Lakhs
- The percentage of Jigsaw students who have successfully moved to a career in analytics is 78%
- 2500+ companies have hired Jigsaw graduates
- The Jigsaw career board recorded 3000+ job postings in 2018
To know more about our Placements and Student’s Success Stories, click here
Corporate partners
ADMISSIONS
IMPORTANT DATES AND DETAILS
To start the application process, students will need to submit their application online along with the payment of an application fee. An aptitude test is followed by a telephonic interview. This will happen only once the application has been deemed successful. All candidates will be evaluated on an individual basis and only selected candidates will be emailed the offer letter.
Admissions and interviews are being conducted on a rolling basis
In-person class location: Bangalore
Course Start Date: March 28th, 2020
Pre-approved loans available, refer below for more details on our ‘Enrol now, pay later’ offer.
Certification jointly by the University of Chicago Graham School, and Jigsaw Academy
Admission Criteria
The Postgraduate Program in Data Science and Machine Learning Certification has the following eligibility criteria:
- Minimum academic qualifications:
a. Completed (or final year student of) Bachelor’s degree program (BE/BTech/BCA/BPharm, BSc, BCom, BA) from a recognized Institute/University
b. Maths/Stats/Economics/Computer Science Information Technology in either the Bachelor’s level or during Classes XI/XII
c. Min 50% marks or equivalent in the qualifying examination - A consistently good academic record:
a. In the 10th, 12th and higher studies is preferred
b. Master’’s degree holders will be eligible based on the above academic requirements
Note: All students must attend the in-person classes at the respective location. If admitted, students will be required to attend in-person classes during the weekends (Saturdays and Sundays) seven times, in the 10 month period. This is a non-residential program.
FEES
- Tuition Fees: INR. 3.65 Lakhs +GST
- The payment of the program fee is applicable through a Cheque, DD, Net Banking, Credit or Debit Cards
- For information on easy payments please contact our admissions office at +91 90199 17000
testimonials
The course and the mentoring from the Jigsaw team helped me position myself better in the job market.
Uma Perumal
Chief Operations Officer, Fragma Data Systems
Postgraduate Program in Data Science and Machine Learning lets me build a network with elite technology professionals.
Madhukar Jha
Founder, Blue Footed Ideas
Postgraduate Program in Data Science and Machine Learning is the perfect program for a working professional like me.
John Varghese
Subject Matter Expert, IBM
This course is perfect for mid-level professionals who want to develop different functions centered around their current roles.
Prashant Pradhan
Executive Director, Watson & Cloud, IBM
I compared a lot of PG programs, and compared them with courses from the IITs and IIITs, and I felt this was much better!
Why do PGPDM?
Students, Faculty and Professionals Speak
The faculty are experienced in implementing analytics in real life!
Medy Agami
Adjunct Faculty, UChicago
For a mid-career profession, domain skills, ability to understand the business perspective and logical ability are the biggest factors.
Santhosh Nair
Founder, Analytic Edge
The complexity of the business is impacting hiring as well, we are looking for specific techniques, domains and communication.
Sameer Dhanrajani
Chief Strategy Officer, Fractal Analytics
The Postgraduate Program in Data Science and Machine Learning has an in-depth curriculum which I could not find elsewhere.
Raghavendra Rao
Faculty, Manipal Global Academy of IT
This is the only course which teaches the cutting-edge techniques of advanced Machine Learning, Artificial Intelligence, Big Data and Deep Learning.
Gunnvant Saini
Senior Faculty, Jigsaw Academy
FAQS
The Postgraduate Program in Data Science and Machine Learning Certification has the following eligibility criteria:
- Minimum academic qualifications:
a. Completed (or final year student of) Bachelor’s degree program ( BE/ BTech/ BCA/ BPharm, BSc, BCom, BA) from a recognised Institute/ University.
b. Maths/ Stats/ Economics/Computer Science / Information Technology in either Bachelor’s level or Classes XI/XII
c. Min 50% marks or equivalent in the qualifying examination. - A consistently good academic record:
a. In the 10th, 12th and higher studies is preferred
b. Master’’s degree holders will be eligible based on the above academic requirements.
Site visits are organized regularly. You are invited to come and take a tour of the campus, interact with the Director or Faculty and have all your queries resolved. Please contact the Postgraduate Program in Data Science and Machine Learning counselors for details.
The loan disbursal and offer are from our loan partners and are dependent on your credit rating and details.
The program is spread over ten months.
Yes, you will get placement assistance when you complete the program, as per the program’s placement policy.
Please contact the Postgraduate Program in Data Science and Machine Learning counselors for details.
As part of the Postgraduate Program in Data Science and Machine Learning, we offer 100% guaranteed internships (T&C apply) to all the certified students after the course is over. The CVs of the students are shared with our corporate partners who offer a 3 to 6 months internship.
The companies that offer an internship include but are not limited to: Amazon, Analytics Edge, Analytics India Magazine, Anyuna Foods LLP, APTAGRIM, Bosch Limited, Cargil Catalytics, City Mandi, CompuMatrice, Discover Dollar, Emplay Analytics, Fabshop Technologies Private Limited, G Factors, GenieTalk, Genpact, Goibibo, Grabonrent, Gyizer, Indycium, Inference Labs Pvt. Ltd, Intellecap, Kan Innovations, Marketcube, MIQ, Myntra, Nabler, NaviRisk Consulting, Opeanstream, Parkzap Labs, Pattern Effects, Prizmatics, SiCureMi Healthcare Technologies, Sprinklr, TechVantage, Telematics4U Services Private Limited, Zencode Solutions Pvt Ltd. and many more…
Companies offering internships are identified in the last few months of the course. The companies offering internships will vary. Participants may not have the option to choose the internship company or location. This will be based on your CV’s qualification by the company offering the internship.
Stipend amount varies by company. The monthly stipend for the internship typically ranges from Rs.10,000 to Rs.30,000. Some may offer higher or lower stipends as well.
The location may be in any city as chosen by the company. Most of the internships are in Bangalore, Delhi NCR, Mumbai, Pune, Hyderabad, and Chennai. While we guarantee an internship, the company, duration, location and stipend amount may vary. While we will factor in your preference we may not always be able to accommodate your requests as the final say lies with the company.
Yes, we have tie-ups with established financial institutions in case students wish to opt for an education loan to finance the program fees.
Please contact the Postgraduate Program in Data Science and Machine Learning counselors for details.
The Postgraduate Program in Data Science and Machine Learning has a unique curriculum because:
a. It is the most advanced course in Data Analytics, Machine Learning, Deep Learning and Artificial Intelligence in India
b. The courses are taught by eminent faculty from University of Chicago Graham School, Jigsaw Academy
c. The Program provides the candidates with hands-on exposure to tools such as Python and Tableau.
d. The blended delivery model (in-person and online) of the program makes it convenient for working professionals to attend classroom sessions without having to quit their jobs and also, pace their learning through online sessions.
Yes, we will have knowledge and corporate partners who will play an active role in the exposition of the curriculum, learning interventions and in placements.
The Postgraduate Program in Data Science and Machine Learning equips you with the most in-demand high end technical skills in Data Science and Machine Learning as well as Artificial Intelligence and Deep learning. The global acclaim of the University of Chicago Graham School, the training credentials of Jigsaw Academy will make you a high-demand priority resource for any corporate to hire.
Yes, you need to bring your own laptop. The technology requirement shall be shared at the time of enrolment.
The certificate is awarded jointly by the University of Chicago Graham School and Jigsaw Academy.
Yes, UChicago faculty are an integral part of the curriculum delivery process.
All the requisite learning materials will be provided online through the Learning Management System. You are free to purchase any reference books or material as may be recommended by the faculty.
We accept corporate sponsorships and can assist you with the process. Please contact the Postgraduate Program in Data Science and Machine Learning counselors for details.
The students work on live projects involving real-life data used by companies. The projects test the students in analytics, Big Data and techniques including machine learning, predictive analytics and neural networks.
These projects can be of two types:
TYPE 1 – The company will give the problem definition and data. The students will present their findings.
TYPE 2 – The company gives the data and the students perform data cleaning and data manipulation. The students and the company then work together to discuss what needs to be achieved from the data.
The student groups are assisted by a faculty mentor and a point of contact in the company who provides business perspective and the vision of what is needed out of the project. The faculty provides technical assistance and guidance which is suggestive rather than perspective. The students do the heavy lifting and experience the challenges of real life projects.
STEP 1: Project approval
STEP 2: Contact the company representative and discuss the full context of the business challenge
STEP 3: Prepare a project proposal
STEP 4: Each team scopes out its project, analyses data and then produces findings in both written and oral form
STEP 5: Capstone Showcase Event where a panel of experts evaluate and test each project
The Postgraduate Program in Data Science and Machine Learning has a diverse group of talented professionals. Together they foster a creative, competitive, yet collaborative environment. Our students’ academic backgrounds range from engineering and computer sciences to economics and business. Some are freshers, while others bring over 6 years of work experience in fields such as analytics, information technology, finance, academia, and consulting.
You will be assessed at regular intervals and your final grades reflect all the assessments and not just a single final exam. Each course module will include the grading for the assignments in the module.
The criteria for obtaining the final certificate:
- Score at least 70% in each of the UChicago evaluation
- Score at least 70% in each of the Jigsaw Academy evaluation
- Project completions as per the satisfaction of Corporate partner or SMEs
- Minimum attendance of 70% in online sessions (higher for some modules)
- Minimum attendance of 70% (10 days of 14 days) at in-person sessions
Your attendance and assessment criteria need to meet the base attendance and assessment criteria to graduate with the Postgraduate Program in Data Science and Machine Learning certification.
The Postgraduate Program in Data Science and Machine Learning provides excellent preparation for graduate-level study. It will cover all the topics and coursework that you will be expected to have a foundation in when joining any Masters program – whether technical, management or data-related.
Postgraduate Program in Data Science and Machine Learning is a program designed from a technical stand point. You will gain expertise in Big Data Analytics, Machine Learning and Deep learning, AI and Project Management. If you come with an experience level of 4 years and above in various domains, then this course will help you up skill yourself to higher roles where you will be primed to pursue a wide variety of prestigious and extremely well-rewarded positions like Data Scientist, Statistician, Senior Project Manager, Chief Big Data Engineer etc.
The specialized Postgraduate Program in Data Science and Machine Learning course fees is 3.65 lakhs + GST.
The Postgraduate Program in Data Science and Machine Learning comprises of online instructor-les courses, video lectures, and in-person classroom sessions held on weekends. It is a convenient and specialized data science and machine learning course in Bangalore.
Contact
INDIVIDUAL APPOINTMENTS
Our team is happy to meet with you to discuss the Postgraduate Program in Data Science and Machine Learning certification and its suitability based on your career profile. Use the link below to schedule a one-on-one appointment with an enrollment counselor. If you cannot find a time that works for you, we encourage you to contact us at pgpdm@jigsawacademy.com and we can find a time to meet.
REACH OUT
For any queries regarding admissions, or to establish industry or academia relationships, or additional assistance, reach out to us at pgpdm@jigsawacademy.com or +91 9019917000.
CORPORATE ADDRESS
Delhi – UChicago Center, DLF Capitol Point, Baba Kharak Singh Marg, New Delhi – 110001
Bangalore – Jigsaw Academy, 308, 3rd Floor, 100ft Main Road, Indiranagar, Bangalore, Karnataka – 560038