Sumit.py

ML Guy | Competitive Programmer | Runner

[Sumit.py @sumit11mishra]

So today
✅ Started LangChain.
✅ Introduction to LangGraph.
✅ Lazy Propagation in Segment Tree.
✅ Range MinMax Queries, and many more.
✅ Revised Math implementation of Multiple Regression
#Leetcode #DSA #AI #MachineLearning #100daysofcode

[Sumit.py @sumit11mishra]

Does anyone actually learn the underlying math and logic of Machine Learning and Deep Learning, or do most people just learn how to use the high-level libraries?
#MachineLearning #DeepLearning #AI #100DaysOfCode

[Sumit.py @sumit11mishra]

✅Kurtosis and its Types
✅QQ Plot intro
(from CampusX)
#MachineLearning #Statistics

[Sumit.py @sumit11mishra]

Up Next...
Non-Gaussian Probability Distribution
Central Limit Theorem
Confidence Interval
All in detail...
#Probability #MachineLearning

[Sumit.py @sumit11mishra]

First time ever i get the intuition behind the Matrices, thanks to @3blue1brown and CampusX
#Algebra #MachineLearning

[Sumit.py @sumit11mishra]

Matrix..
#MachineLearning

[Sumit.py @sumit11mishra]

Non-Gaussian Distribution on hold, and Started Linear Algebra again #MachineLearning

[Sumit.py @sumit11mishra]

Normal Distribution in Detail
#Probability

[Sumit.py @sumit11mishra]

Density Estimation, Kernel Density Estimation, CDF of PDF #Probability

[Sumit.py @sumit11mishra]

Enough Breaks...
Started Probability for #MachineLearning

[Sumit.py @sumit11mishra]

Started statistics for #MachineLearning

[Sumit.py @sumit11mishra]

some more vectors...
campusX is really good for maths too !

[Sumit.py @sumit11mishra]

Nothing can be better than starting with vectors and matrices from campusX 📐

#MachineLearning #DSA #AI

[Sumit.py @sumit11mishra]

I spent a lot of time learning ML concepts and building projects.

Now it's time to go deeper. The more I learn, the more I realize that strong math foundations make everything easier to understand.
Starting my ML math journey today
#MachineLearning #DSA #AI

[Sumit.py @sumit11mishra]

Some Codeforces problems rated 800 feel tougher than LeetCode Medium questions.

#Codeforces #Leetcode #DSA

[Sumit.py @sumit11mishra]

di ess ae🧱
A. Almost Rectangle (Give it a try)
B. Longest Good Array
and codechef's contest (easiest...)
#codeforces #DSA #100DaysOfCode

[Sumit.py @sumit11mishra]

Next time, it will be 9/11 ✈️
Today i ran 6.11KM (34:37 min).
Pace - 5'40".
Goal - 50KM (200 min)
#Run #fitness #Nike #Marathon

[Sumit.py @sumit11mishra]

And here break Breaks...🐧
A. Colorful Stamp (Try This)
B. Odd/Even Increments
C. and many more...
#codeforces #DSA #100DaysOfCode

[Sumit.py @sumit11mishra]

di es a 🐤
A. Clock and Strings
B. Odd Queries (You Should Try it Too)
C. T-Prime (Div 2, B) and Showering (Div 4, C) Needs optimization.
#codeforces #DSA #100DaysOfCode #LeetCode

[Sumit.py @sumit11mishra]

faaive !🐎
Today i ran 5.05KM (31:24 min).
Pace - 6'13".
Goal - 50KM (200 min)
#Run #fitness #Nike #Marathon