raghav3112's repositories
airflow-maintenance-dags
A series of DAGs/Workflows to help maintain the operation of Airflow
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Cloud-DevSecOps-Learning
Collection of Cloud and DevSecOps learning resources
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
data-science-projects
A Collection of Data Science/ML Projects
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
deeplearning-models
A collection of various deep learning architectures, models, and tips
devops-directive
Code samples from the DevOps Directive YouTube channel
dl-workshop
Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!
enterprise-solutions
solution references for building API based enterprise software
essays-on-data-science
In which I put together my thoughts on the practice of data science.
examples-3
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
GCPSketchnote
If you are looking to become a Google Cloud Engineer , then you are at the right place. GCPSketchnote is series where I share Google Cloud concepts in quick and easy to learn format.
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.
kubernetes-engine-samples
Sample applications for Google Kubernetes Engine (GKE)
learn-python
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
mlday-tokyo
Colabs for ML Day Tokyo
mq-dev-patterns
Code samples and messaging patterns for IBM MQ developers
mq-rfhutil
Message creation, editing and replay to help test MQ and IIB/ACE applications. Previously released as IH03 RFHUTIL SupportPac
python-docs-samples
Code samples used on cloud.google.com
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
statsmodels
Statsmodels: statistical modeling and econometrics in Python
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course