Does the machine start to learn? why do humans stop learning? Do humans outsource learning? This would be the question asked by a common man who doesn’t know what is Machine Learning.
So do humans want to know what is machine learning Yes here you go
What is Machine Learning?
Machine Learning (ML) is an application of artificial intelligence(AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.
curious to know what is Artificial Intelligence (AI) yes here you go
What is Artificial Intelligence?
Artificial Intelligence is an area of computer science that emphasizes the creation of intelligent machines that work and react like humans.
So what are you coming to say i couldn’t understand anything this was the message i received from my brain so what is exactly Machine Learning and Artificial Intelligence. I feel someone should clearly explain to me what is machine learning? why we need it? where it can be used? How to do it?
Source: MemesHappen
After a few months got an mail from GDG Coimbatore about the ML Study Jam-19. Before the message reaches my brain, I have completed my confirmation for the event. (Crazy to know what is it)
It was a 2-day event
Day 1 — Beginner Track
Day 2 — Intermediate Track
Location: Founder Passion — Startup accelerator @ Coimbatore
Speakers: Maithreyan Kesavan, Sanjay
Day 1 — Beginner Track
Source: GDG Coimbatore
The Track started with an introduction from Ramki member of GDG by explaining what GDG is about and how it helps students and professionals(Unofficial standup meeting:)
Intro about GDG by Ramki
Once the introduction was over we have moved to the hall. Seems this is the first time I am seeing the hall occupied fully.
Source: Unknown from ML Study Jam
Everyone has settled in their spaces and a guy started to ask some random questions for about 20 mins i was thinking who is this guy and what is he doing here. Then i realized two things
That’s the ML Facilitator— Maithreyan Kesavan
There is no projector to show the slides
Source: Quickmeme
Maithreyan slowly takes the crowd by asking them why ML is needed and how it is used and why it has been used.
ML Facilitator — Maithreyan Source: Unknown from ML Study Jam
Then he started with ML basics, types of machine learning, Overfitting and bias
Don’t sleep, guys
He starts to show how quick draw works (wait how it could be shown there is no projector right…)
Source: Meme generator
Then a quiz for the types of machine learning and some demos like teachable machine models and a quick intro about the neural network (Thinking why quick intro because tea and snacks have arrived)
Source: Meme generator
Once the tea break was over Sanjay starts to take the session about Neural networks like how to build a neural network using logistic regression, activation functions
He has explained the Tensorflow playground and showed a hands-on demo about logistic regression. he explained each and every bit
Source: Unknown from ML Study Jam
Though it was a bit difficult for me to understand because it was full of maths and equations but the demo was good :)
Source: Unknown from ML Study Jam
That was the wrap for Day1 with an assignment to watch Convolution Neural Network (CNN) and Titanic Dataset in Kaggle
Completion of Day 1
Source: GDG Coimbatore
Day 2 starts with a quick recap and an online quiz in kahoot.it
ML Quiz winners
Maithreyan starts CNN model by explaining the concepts crisp and clear and then showed a demo of the CNN model in Tensorflow along with Sanjay
It was a very long session both the facilitators have explained it slowly and clearly which makes Siddharth(GDG member) order some snacks and chai’s
Tea break Source: Giphy
After tea break, Sanjay continued CNN session with hands-on lab
Once the CNN session was over Maithreyan explained the advanced concepts like
RNN
GAN
Demos of DeepFake
Once the advanced concepts were over it was the knowledge sharing session and how to move further in machine learning as a beginner (Links available down) and no one knows that we have crossed the time limit until the persons came to collect the stage properties.
As we come to the end of the 2 days ML Bootcamp everyone smiled at last for the photoshoot
Some didn’t wait because of hunger includes me :)
Take away from the session
It was a new experience for me to attend a Bootcamp
ML can’t be done within 2 days it needs continuous learning with a passion to solve some real-world problem
Happy to see everyone shares what they learned
Expecting i will learn Machine Learning in 2020 with some good POC’s
Thanks Giving Time
On behalf of all attendees, I would like to thank
Founder passion for providing the space for 2 days
Facilitators of Bootcamp Maithreyan Kesavan & Sanjay both of you have done a great job
GDG Team for organizing the event, as usual, you guys rocked expect Spike buster for charging
By the way, my brain asks me the question Are you clear with What is Machine Learning?
Source: Gipher
Links
Learning Resources
Beginner
Machine Learning by Andrew Ng
Fast.ai
MIT Courseware — Linear Algebra
MIT Courseware — Data structures
MIT Courseware — Introduction to Algorithms
Deep Learning
ML Problem framing
ML Crash course
Advanced
Convolution Neural Networks
Deep Learning
Reinforcement Learning
Intro to Deep Learning
Convolution Neural Networks End-To-End Learning
Other Links
DeepMind Podcast
3 blue 1 brown
Sentdex
Two Minute Paper
Errichto
Henry AI Labs
