Mohd Kaif's repositories
Prompt-Engineering-Guide
:octopus: Guides, papers, and resources for prompt engineering
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-gnn-systems
A list of awesome GNN systems.
NLP-Natural-Language-Processing
Projects and useful articles / links
amazon-sagemaker-developer-guide
The open source version of the Amazon SageMaker docs
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-EDAforML
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
awesome-mlops
A curated list of references for MLOps
awesome-mlops-1
:sunglasses: A curated list of awesome MLOps tools
awesome-software_engineering4ML
A curated list of articles that cover the software engineering best practices for building machine learning applications.
awesome-statistics
A curated collection of links to statistics material
aws-sdk-pandas
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
Causal-Inference
Materials Collection for Causal Inference
Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
data-science-interviews
Data science interview questions and answers
Deep-Learning-in-Production-1
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
dtu_mlops
Exercises and supplementary material for the machine learning operations course at DTU.
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
java-design-patterns
Design patterns implemented in Java
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
reading-notes
张俊的读书笔记
robusta
Kubernetes observability and automation, with an awesome Prometheus integration
software-architecture-books
A comprehensive list of books on Software Architecture.
stateful-streaming-examples
Stateful streaming computations implemented with many technologies
system-design-resources
These are the best resources for System Design on the Internet
The-NLP-Pandect
A comprehensive reference for all topics related to Natural Language Processing
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Ungraded-Lab---Deploying-a-Deep-Learning-model
Public repo for DeepLearning.AI MLEP Specialization