Machine Learning Defined
GPU chipmaker NVIDIA defines machine
learning as "the practice of using algorithms
to parse data, learn from it, and then make a
determination or prediction about something
in the world."
Global Education Crisis
Without learning, education will fail to
deliver on its promise to eliminate
extreme poverty and create shared
opportunity and prosperity for all. Even
after several years in school, millions of
children cannot read, write or do basic
math. This learning crisis is widening
social gaps instead of narrowing them.
Young students who are already
disadvantaged by poverty, conflict,
gender or disability reach young
adulthood without even the most basic
Global Education Crisis
Students all learn differently, and a
good teacher must attempt to deliver
lessons in a way that resonates with
every child in the classroom. Some
students may have behavioral or
psychological problems that inhibit or
complicate that process. Others may
have parents who are not involved
enough, in their education. Effective
teachers must be able to navigate
these many hurdles while satisfying
Building blocks of AI Edtech Platform
The best teachers are excellent at 2
● A nuanced understanding of student
● Extremely amazing appreciation with
the content and the context in which
content is delivered.
So to build an intelligent and personalized
system that can scale to every student,
Student Intelligence and Content
Intelligence is needed.
AI and Ed Tech
Based on those three types of models, the AI and Ed system through a piece of
software and an interface which could be screen based interface or it could these days
be slightly different, would interact with the learner and take them down to most
optimal path to improve their learning outcomes.
Model of School Curriculum
(For particular subject like Maths)
Model of Learners
(record how learners interact with software and use that recording to make predictions
about how that child is progressing)
Model of How to Teach
Intelligent Tutoring Systems
Through AI, tutoring and study programs are growing more advanced, capable of teaching
fundamentals to students struggling with basic concepts. Already, there are intelligent tutoring
systems such as Carnegie Learning that use data to provide feedback and work with students
It can be overwhelmingly difficult for one teacher to figure out how to meet the needs
of every student in his/her classroom: remedial students, advanced students, ESL
students and the disabled all need to have the same access to learning. AI systems
easily adapt to each student’s individual learning needs and can target instruction
based on their strengths and weaknesses, meaningless work for teachers and a more
meaningful learning experience for students.
Teachers may not always be aware of gaps in their lectures and educational materials
that can leave students confused about certain concepts. Artificial intelligence offers a
way to solve that problem.
Coursera, a massive open online course provider, is already putting this into practice.
When a large number of students are found to submit the wrong answer to a
homework assignment, the system alerts the teacher and gives future students a
customized message that offers hints to the correct answer.
Trial and Error Learning made Easy
Trial and error is a critical part of learning, but for many students, the idea of failing,
or even not knowing the answer, is paralyzing. Some simply don’t like being put on the
spot in front of their peers or authority figures like a teacher. An intelligent computer
system, designed to help students to learn, is a much less daunting way to deal with
trial and error. Artificial intelligence could offer students a way to experiment and learn
in a relatively judgment-free environment, especially when AI tutors can offer
solutions for improvement.
1st - We’re going to build our model to detect pneumonia
2nd - Apply the same concepts to other diseases
3rd - Build Web & Mobile Platform for doctors to use
(Applications in 3rd world are HUGE!)
Conditions we’ll try to build
our model to detect:
● AI Startups
How can you build your career in AI &
● Artificial Intelligence jobs posted on Linkedin.
● AI & Machine Learning jobs posted only on upwork
● Average per hour rate of an AI freelance engineer:
$40-$100 on upwork
Freelance AI Engineers on Upwork and their per
Just as 100 years ago electricity
transformed industry after industry, AI
will now do the same.
Winner Takes All
If businesses and
organizations don't adapt, they
may well become extinct.
There is an AI solution to every
(Safer Trading, Fraud Prevention, Personalized Investment Plans)
(Automating Repetitive Tasks, Sales Through Images and Videos, Content
- Customer Support
(Handling Multiple Customers at a Time, More Effective Phone Support)
(Mining Valuable Information From Untapped Data, Effective Treatment Plans,
More Efficient Primary Care)
- Real Estate
(Better And Faster Communication, Automating Property Valuation, Promoting
Rental Booking, Relevant Product Recommendations, Customer Engagement)
- And More...