Jed-i Machine Learning Program
Starts February 9th, 2019
Jed-i Python for Machine Learning
Dates: TBD
OUR PROGRAMS
PYTHON FOR MACHINE LEARNING
Many people want to do machine learning but lack the required programming skills because they are too rusty or because they haven’t programmed in Python. This 6 week course is meant to correct this. It will give you a solid grounding in python and get you ready to take a machine learning course.
In this program, you will learn fundamentals of python, pandas and numpy required to do ML
Duration: 6 weeks
MACHINE LEARNING PROGRAM
This is a 12 week course that sets a solid foundation into the world of Machine Learning.
The course is a right mix of math and practice; we strongly believe over emphasising one over the other results in skewed view. We strive to find that balance so that you can confidently start using these skills in your work.
Duration: 12 weeks
There was once a time when you could get a good job knowing a programming language. Programming skill is increasingly seen on par with literacy and numeracy. Everyone in the future will have this skill and so is no longer a differentiator.
As companies evolve and become more sophisticated in their products and services, it is increasingly clear that Machine Learning (ML) is becoming a core skill. In a recent study, Emsi Job Posting Analytics, stated that machine learning job postings grew threefold from March 2014 to January 2016.
There was once a time when you could get a good job knowing a programming language. Programming skill is increasingly seen on par with literacy and numeracy. Everyone in the future will have this skill and so is no longer a differentiator.
As companies evolve and become more sophisticated in their products and services, it is increasingly clear that Machine Learning (ML) is becoming a core skill. In a recent study, Emsi Job Posting Analytics, stated that machine learning job postings grew threefold from March 2014 to January 2016.
There was once a time when you could get a good job knowing a programming language. Programming skill is increasingly seen on par with literacy and numeracy. Everyone in the future will have this skill and so is no longer a differentiator.
As companies evolve and become more sophisticated in their products and services, it is increasingly clear that Machine Learning (ML) is becoming a core skill. In a recent study, Emsi Job Posting Analytics, stated that machine learning job postings grew threefold from March 2014 to January 2016.
Why Jed-i?
At Jed-i, we believe that Machine Learning is touching and consuming every aspect of our life. ML is the process of extracting efficiencies from existing systems and uncovering patterns not known before.
As India enters a cashless society and readies itself for transformation, it is inevitable that all aspects of our lives will be touched by Machine Learning and Data Science.
“Machine learning is a core, transformative way by which we’re re-thinking about how we’re doing everything.”
~Sundar Pichai
At Jed-i, we believe that Machine Learning is touching and consuming every aspect of our life. ML is the process of extracting efficiencies from existing systems and uncovering patterns not known before.
As India enters a cashless society and readies itself for transformation, it is inevitable that all aspects of our lives will be touched by Machine Learning and Data Science.
If you want to learn Machine Learning, but lack the programming skills to dive through, this course is for you!
Duration: 6 weeks
There was once a time when you could get a good job knowing a programming language. Programming skill is increasingly seen on par with literacy and numeracy. Everyone in the future will have this skill and so is no longer a differentiator.
As companies evolve and become more sophisticated in their products and services, it is increasingly clear that Machine Learning (ML) is becoming a core skill. In a recent study, Emsi Job Posting Analytics, stated that machine learning job postings grew threefold from March 2014 to January 2016.
Why Jed-i?
At Jed-i, we believe that Machine Learning is touching and consuming every aspect of our life. ML is the process of extracting efficiencies from existing systems and uncovering patterns not known before.
As India enters a cashless society and readies itself for transformation, it is inevitable that all aspects of our lives will be touched by Machine Learning and Data Science.
Pedagogy
The course content is available over an online Learning Management
System (LMS). There is a concept note, examples, and exercises put up every
week.
There will be an online interactive session every week. All the mentors are available on a closed slack group for discussions.
Each week, we will give you qualitative feedback on your assignment.
And the last couple of weeks is devoted for a capstone project.
Program Syllabus
Python for Machine Learning
Introduction to Python: Data Structures, Functions, and Loops
Advanced Skills
Numpy: To understand mathematical functions
Pandas: Using data-tables
Application
Web related data processing tools: Beautiful Soup
Data Visualisation: Matplotlib and Seaborn
CAPSTONE
Machine Learning Program
Intro to ML using Python
Math for ML
Supervised Learning
Regression, Least Squares
Maximum Likelihood EstimatesRegression + Regularization
Logistic Regression
Perceptron and SVM
Decision Trees and Random Forest
Gaussian Classifiers
Unsupervised Learning
K-Means
Deep Learning
Math and Algorithms required for Deep Learning
Introduction to Deep Learning
Neural Networks
Back Propagation
CNN
LSTM
CAPSTONE
In our program, cohorts of participants get an understanding of the models, usually absent in other courses. They get a good intuition to the mathematics without the scary details. Above all, the hands-on component ensures much learning happens by building solutions to non-trivial problems. This experience is enough to allow them to explore machine learning on their own. They sail over the initial hurdles that they stumble upon in other courses.
All this is possible because the quality of our interaction is fundamentally different. We usually have three to four experts at the program so that you are ably mentored. You are never lost.
Jed-i vs Online Courses
Jed-i
Coursera
EdX
Udacity
Mode of Delivery
Online and Webinars
Online only
Online only
Online only
Hands on learning approach
Yes
Is the student mentored?
Multiple mentors available
No mentors
No mentors
No mentors
Cultural Fit
We understand Indian companies
Generic
Generic
Generic
Positive Completion Rate
Yes
No
No
No
Instructor-Student ratio
2 to 4 experts
NA
NA
NA
“Over the next five to ten years, the biggest business gains will likely stem from getting the right information to the right people at the right time.”
HBR, 2016
Testimonials
This program has laid a foundation for me to start exploring this vast domain.
Participant
Bangalore, Karnataka
A head start to people who want to dive into machine learning.
There will be no more of wasting of days just to figure out the basics to get started.
Participant
Bangalore, Karnataka
This was a very good intro to ML I have taken some online courses in the past but
this class gave me new perspective of the concept.
Participant
Bangalore, Karnataka
Team
Dr. Rengarajan’s is a fellow at Ati Motors, an autonomous vehicle startup.
His 20 year experience includes being a CTO at Dabzimo where created a platform for extracting knowledge from the unstructured data using NLP and AI techniques.
Earlier as a co-founding member, at Semantic Insights, and as Head of Core Development, he directed the product development based on Natural Language Processing(NLP), Ontology and Semantic concepts.
Dr. Naveen Arulselvan is a researcher at Ati Motors, an autonomous vehicle startup. Prior to this, he worked in cellular systems design for Motorola, Nokia and Altiostar networks.
His current interests include driving policy, trajectory planning and controller design for autonomous vehicles.
He obtained his Bachelors from BITS, Pilani and Masters/ Ph.D. from Northwestern.
Apply Now
From Anywhere
The online component is on an LMS.
Weekend Webinars
A short webinar every week so that you are not lost.
Machine Learning Program
₹ 50,000
+
taxes
EMI starting at Rs. 2777 per month.*
Capstone Project
The last two weeks are devoted for a capstone project.
Certification
The assignments are graded over an online Learning Management System (LMS). Based on the assignments and project, a certificate will be awarded at the end of the program.
Python for Machine Learning
₹ 8,000
+
taxes
EMI starting at Rs. 843 per month.*
*The option to pay using EMI appears when you proceed to pay for the program. EMI may vary from bank to bank. Please check the EMI plans on the payment window
Team
Dr. V Vinay is the founder and Chairman of Jed-i Technologies.
Vinay started his career at the Center for Artificial Intelligence and Robotics. Later he has been a professor at the India Institute of Science before becoming an entrepreneur and is currently an adjunct professor at the Chennai Mathematical Institute (CMI).
He has extensive experience designing products in domains as diverse as handheld devices, autonomous vehicles and bio-informatics.
Dr. Jagadish is a researcher at Jed-i whose interests span education, algorithms and graph theory. He obtained his Masters and Ph.D. from IIT Bombay. In the past, he has used data mining techniques to prepare summary reports for decision-makers at Unilever.
His current interest is to make modern tools of mathematics and machine learning accessible to students. Prior to joining Jed-i, he was a postdoctoral fellow at Chennai Mathematical Institute.
Krishna Panyam is a researcher at Jed-i and has a Masters in Computer Science from Indian Institute of Science, Bangalore. He has over 20 years of experience in software development and engineering and is the resident data visualisation guru.
Most recently, Krishna was a co-founder of GloMantra, an internet startup. Prior to that, Krishna worked at Cisco for 10 years, in the area of voice applications. Krishna loves to practice and teach Origami in his spare time.
