Harvard University
Fundamentals of TinyML
4.567 ratingsFocusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.
Overview
Mathematics course by Dr. Amit Mitra, Dr. Sharmishtha Mitra.
Advantages and disadvantages
Advantages
- Taught by IIT and IISc professors, and it follows the Indian university syllabus closely.
- All videos and assignments are free on NPTEL and SWAYAM.
- The certificate is recognised by many Indian universities for credit transfer and by GATE aspirants.
- Great for GATE and semester exam preparation.
- Taught by Indian Institute of Technology Kanpur, one of the strongest names in its field.
- Completely free.
- Self-paced: start any time.
Disadvantages
- The certificate needs a proctored exam at a centre, which has a fee.
- Recorded classroom lectures: thorough, but slower than made-for-online courses.
- New runs start on fixed dates (January and July).
- Learning is free, but the certificate costs money.
Some points apply to every course of this kind; see how we rank.
Free to learn
- Free: Every video and assignment is free on NPTEL and SWAYAM. Enrol when the next run opens.
- Certificate: Optional. It needs a proctored exam at a centre, which has a fee.
Taught by
- Dr. Amit Mitra, Dr. Sharmishtha MitraIIT Kanpur
Indian Institute of Technology Kanpur is in Tier 1: world-leading universities and India's top institutes of our institution ranking (95/100).
Similar courses
Harvard University
Introduction to Data Science with Python
4.3174 ratingsLearn the concepts and techniques that make up the foundation of data science and machine learning.
Harvard University
CS50's Introduction to Computer Science
An introduction to the intellectual enterprises of computer science and the art of programming.
Harvard University
Data Science: Building Machine Learning Models
4.4133 ratingsBuild a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
Harvard University
CS50's Introduction to Programming with Python
An introduction to programming using Python, a popular language for general-purpose programming, data science, web programming, and more.
Harvard University
Data Science: R Basics
4.4273 ratingsBuild a foundation in R and learn how to wrangle, analyze, and visualize data.