120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

ai-ml_intro_course

This repo contains the course material for AI/ML introductory course.

analyzing-reddit-sentiment-with-aws

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.

aws-ml-data-lake-workshop

As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges is getting visibility into their data for feature engineering and data format conversions for using AWS SageMaker. In this workshop, we demonstrate best practices and build data pipelines for training data using Amazon Kinesis Data Firehose, AWS Glue, and Amazon SageMaker, and then we use Amazon SageMaker for inference.

cs224n

Natural Language Processing with Neural Networks

cs61b

Data Structure & Algorithm in Java

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

data-science-interview-questions-and-answers-general-

Data Science Questions and Answers (General) for beginner

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

dog_vision_120

etl_spotify

ETL pipeline with Airflow, hosted on Azure

fianancial-engineering

Computational Financial Risk Management Course assignments

foodie_clip

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gitfiti

abusing github commit history for the lulz

go-learn

Learning go from ZTM course

great_expectations

Always know what to expect from your data.

great_expectatisons_runtime_demo

Data validation on open Iwoa liquor data using great expectations.

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

job-hunt-llm-helper

LLM web application to help candidate refine resume, summarize job description from URL ...

justeat-pipeline

kittenfriends

Simple React app

llm-job-recommender

Parse job description, save into Vector DB and recommend to user based on their resume

llm_aws_job_rec

llm_reference_code

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

mie1624

UofT MIE 1624 Course Projects

mlcourse.ai

pipeline

PipelineAI Kubeflow Distribution

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.