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apl405

Course Notes for Theory and Practical sessions of APL405.

apl703p

practical codes for engineering mathematics and computation course

apl705

MATLAB finite element codes for FEM introductory course APL705 at IITD

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

approachingalmost

Approaching (Almost) Any Machine Learning Problem

awesome-biomechanics

A curated, public list collecting resources for biomechanics and human motion: datasets, processing tools, software for simulation, educational videos, lectures, etc.

awesome-mlops

A curated list of references for MLOps

awesome-public-datasets

A topic-centric list of HQ open datasets.

codinginterviewprep

A repository to maintain and update coding interview based resources. SDE and Data Science based positions.

complete-data-structures-and-algorithms-in-python

Complete-Data Structures and Algorithms in Python Udemy course.

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

debjithore.github.io

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

designoptimisationaml771

ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

dsa

DSA placements preparation guide. Includes DSA Python codes.

evosoro

A Python Soft Robot Simulator Using Voxelyze

fenics

FEniCS tutorial codes

free-algorithm-books

freecodecamp-pandas-real-life-example

hands-on-deep-learning-algorithms-with-python

Hands-On Deep Learning Algorithms with Python, By Packt

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

intrototensorflowdeeplearningai

Course codes for intro to tensorflow by deep learning AI

jovian_ml_dataanalysiswithpython

Course Assignment notebooks for the jovian ml courses

machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

machine-learning-programming-assignments-coursera-andrew-ng

Solutions to Andrew NG's machine learning course on Coursera

microsoft_mlcourse

Microsoft_MLcourse

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-university

Machine Learning Open Source University