ML Study Jam - Session 1

1. ML Study Jams
Session 1
The Introductory Session

2. What is AI?
What is ML?
What is DL?
What is DS?
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3. Artificial
Intelligence
It is a broader field of study
which aims at giving
human like intelligence to
the machines with the help
of some algorithms, so that
machines can do various
tasks without human
intervention.

4. Machine
Learning
Machine Learning uses
statistical learning
algorithm to achieve the
goal of AI, enabling
machines to learn and
improve on their own
without human
intervention.

5. Deep
Learning
Using neural networks to
mimic the functionality of
the human brain, to impart
knowledge the the
machines.

6. Data
Science
The use of modern tools
and techniques to study
huge volumes of data,
analyse them and use
various ML/DL Algorithms
to find patterns or solve
problems.

7. Artificial Intelligence
Machine Learning
Deep Learning
Data Science

8. So Many of them!
Which one should you
choose?

9. AI just the superset!
ML traditional algorithms, but useful.
DL modern and useful for high amounts of data. Must Do!
DS automatically done!

10. Study Jams Plan:
● A new interesting task would be be explained in each session.
● The sessions will include the in depth information (not so much
tho :p) about the algorithms and architectures of the technique
used in the task.
● Session ends with the task given as an exploration task after
due explanation.
● This way, every new session starts with the solution of the
previous task.
● The cycle follows.

11. Pre-requisites
● Python
(will give tutorial in every
session regarding the
corresponding task.)
● Jupyter Notebook / Google
Colab
● Gtg ;)

12. Today’s Task
Data Science