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hackondata

Toronto Apache Spark HackOn(Data) 1st Place Winner

hadoop-tutorials

hadoop-tutorials

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

harvard_cs109_2015

Content and my work for Harvard CS109-Data Science(2015) course

ibm-spark-examples

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

inseadanalytics

ipython-notebooks

A collection of IPython notebooks covering various topics.

jetmoe

Reaching LLaMA2 Performance with 0.1M Dollars

jupyter-presentation-template

Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js

large-language-models

Notebooks for Large Language Models (LLMs) Specialization

lecturenotes

Lecture content for UW Software Engineering for Data Scientists

llm-foundation-models

llm-viz

3D Visualization of an GPT-style LLM

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

mysql

Lab Notebooks for Coursera course Manage Big Data with MySQL

notebook-teachingtips

A Place for Posting Resources for Teachers, TAs and Students in courses using Jupyter Notebooks

nyc-taxi-data

Import public NYC taxi and Uber trip data into PostgreSQL / PostGIS database, analyze with R

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

py-viz-blog

Code for Pythonic visualization blog post

pyspark-boilerplate

A boilerplate for writing PySpark Jobs

pyspark-example-project

Example project and best practices for Python-based Spark ETL jobs and applications.

pyspark-jupyter-cdh

Pyspark Jupyter Notebook on Cloudera CDH

pyspark-pictures

Learn the pyspark API through pictures and simple examples

pysparkling

A pure Python implementation of Apache Spark's RDD and DStream interfaces.

pytest-spark

pytest plugin to run the tests with support of pyspark

python-project-template

A template Python project with a focus on best practices.

scalable-data-science

Course in scalabe data science using Apache Spark over Databricks.