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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

advancedsql_interview

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

ai-as-an-api

Learn to create & deploy a deep learning algorithm into a production REST API microservice using Python, Keras, FastAPI, & NoSQL.

ai-smart-mirror

Smart Mirror with a smart AI 🤖

apparel-recommendation-using-text-and-image-similarity

RECOMMENDING SIMILAR PRODUCTS/APPAREL BASED ON PRODUCT TITLE AND PRODUCT IMAGE USING NLP(BOW,IDF & W2VEC) AND CNN(VGG16).)

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

around-dataengineering

A Data Engineering & Machine Learning Knowledge Hub

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-data-engineering

A curated list of data engineering tools for software developers

awesome-gans-and-deepfakes

A curated list of GAN & Deepfake papers and repositories.

awesome-llm-apps

Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-recsys

A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)

aws-glue

Glue ETL Job: MySQL to Redshift Incremental Load by Timestamp (Checkpointing via DynamoDB)

aws-glue-pyspark-etl-job

azimuth

Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

big-data-ocr-ner

Applying Optical Character Recogntion, Named Entity Detection, Object Detection and Caption Generation on Big datasets

bodo-tutorial

building-apps-with-ai-tools-chatgpt-semantic-kernel-langchain-4469616

This is a code repository for the LinkedIn Learning course Building Apps with AI Tools: ChatGPT, Semantic Kernel, Langchain.

cips-3d

3D-aware GANs based on NeRF (arXiv).

ckan

CKAN BULK UPLOAD AND QUERY CKAN UISNG PYTHON AND R

claim-it-up

Automated Motor Insurance Claim Verification

classifying-sales-calls

Turning salesforce lead, oppty, & sales activities data => Sales predictions using pandas, Scikit-learn, SQLAlchemy, Redshift, XGBoost Classifier

codinginterviews

This repository contains coding interviews that I have encountered in company interviews

cogvideo

Text-to-video generation.

complex-sql-practice-for-interview

I have tried to solve some complex SQL interview questions that had been asked in several company. Collected this question from Ankit Bansal. He made a organized playlist along with the solution. I have tried to figure out them first and then checked whether my query is correct or no. Thanks in advance.

conversion-rate

The goal of this challenge is to build a model that predicts e-commerce conversion rate and, based on the model, come up with ideas to improve it.

customer_life_time_value

PREDICTING CUSTOMER LIFE TIME VALUE ON INSURANCE DATA