Ivan's starred repositories
Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
Data-science
Collection of useful data science topics along with articles, videos, and code
AI-Basketball-Shot-Detection-Tracker
Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)
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
Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
recsys-mf-ranking
Recommender System for in-depth understanding of how Candidate Generation with Ranking and Filtering works
data-science-interviews
Data science interview questions and answers
nn-grocery-shelves
Recognition of product positions on shelf images using neural networks
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
click_that_hood
A game where users must identify a city's neighborhoods as fast as possible
basic_stat
Конспект лекций по курсу "Основы статистики"
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Data-Structures-and-Algorithms
Data Structures and Algorithms in Python
Machine-Learning
Examples and experiments around ML for upcoming Coding Train videos
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
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.
data-science-from-scratch
code for Data Science From Scratch book
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
ssd_head_keras
SSD-based head detector for Keras
deep-head-pose
:fire::fire: Deep Learning Head Pose Estimation using PyTorch.
head-pose-estimation
Realtime human head pose estimation with ONNXRuntime and OpenCV.
aws-cloudformation-templates
A collection of useful CloudFormation templates