Shashank Gupta's repositories
300Days__MachineLearningDeepLearning
I am sharing my Journey of 300DaysOfData in Machine Learning and Deep Learning.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
algorithms
Minimal examples of data structures and algorithms in Python
AppliedAiCourse-AssignmentAndNotes
This repo contains the Applied Ai Course Assignments and Notes.
awesome-system-design
A curated list of awesome System Design (A.K.A. Distributed Systems) resources.
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
erda
An enterprise-grade Cloud-Native application platform for Kubernetes.
fraud-detection
Credit card fraud detection. Highly imbalaced dataset.
fraud-detection-using-machine-learning
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
fuzzywuzzy
Fuzzy String Matching in Python
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
MachineLearning_notes
Machine learning and deep learning resources
ML-For-Beginners
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
ML-YouTube-Courses
A repository to index and organize the latest machine learning courses found on YouTube.
openai-cookbook
Examples and guides for using the OpenAI API
PyPattyrn
A simple library for implementing common design patterns.
Python
All Algorithms implemented in Python
python-patterns
A collection of design patterns/idioms in Python
python_koans
Python Koans - Learn Python through TDD
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
roadmaps
This repo is to add pages on various career paths and roadmaps such as data scientist, software engineer etc.
System-Design
System Design Bytes for Software Enthusiasts❤️. How is modern software designed? 🤔 Some design-level considerations for scalability, maintainability eventual consistency, availability & reliability. 👨💻 Interview Prep. 👨💻
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
system_design
Preparation links and resources for system design questions
transitions
A lightweight, object-oriented finite state machine implementation in Python with many extensions
xai_resources
Interesting resources related to XAI (Explainable Artificial Intelligence)