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Data science interview questions and answers
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.
A repo for data science related questions and answers
Built a stream processing data pipeline to get data from disparate systems into a dashboard using Kafka as an intermediary.
Sample project to demonstrate data engineering best practices
Databricks - Apache Sparkβ’ - 2X Certified Developer
https://forums.databricks.com/questions/29380/
Data Science Specializations Repository
Curated list of Python resources for data science.
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization
Project files for Intro to DevOps class
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
PadhAI Contests
Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)
UCSanDiegoX edX Course DSE210x Statistics and Probability in Data Science using Python
The fast.ai deep learning library, lessons, and tutorials
The Open Source Data Science Masters
Materials for GWU DNSC 6279 and DNSC 6290.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
A guided project from Coursera Project Network by Ari Anastassiou, rapid deployment of dashboard web apps using Plotly-Dash.
Book about interpretable machine learning
Notebooks and code for the book "Introduction to Machine Learning with Python"
A collection of IPython notebooks covering various topics.
A tutorial on the most important features and idioms of Scala that you need to use Spark's Scala APIs.
Apache Kudu. Mirrored from https://github.com/apache/kudu
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.