Posted by Bitnoori Keum – DevRel Neighborhood Supervisor
The ML Olympiad consists of Kaggle Neighborhood Competitions organized by ML GDE, TFUG, and different ML communities, aiming to supply builders with alternatives to be taught and apply machine studying. Following profitable rounds in 2022 and 2023, the third spherical has now launched with help from Google for Builders for every competitors host. During the last two rounds, 605 groups participated in 32 competitions, producing 105 discussions and 170 notebooks. We encourage you to affix this spherical to realize hands-on expertise with machine studying and sort out real-world challenges.
ML Olympiad Neighborhood Competitions
Over 20 ML Olympiad neighborhood competitions are at present open. Go to the ML Olympiad web page to take part.
Smoking Detection in Sufferers
Predict smoking standing with bio-signal ML fashions
Host: Rishiraj Acharya (AI/ML GDE) / TFUG Kolkata
TurtleVision Problem
Develop a classification mannequin to tell apart between jellyfish and plastic air pollution in ocean imagery
Host: Anas Lahdhiri / MLAct
Detect hallucinations in LLMs
Detect which solutions supplied by a Mistral 7B instruct mannequin are most probably hallucinations
Host: Luca Massaron (AI/ML GDE)
ZeroWasteEats
Discover ML options to cut back meals wastage
Host: Anushka Raj / TFUG Hajipur
Predicting Wellness
Predict the share of physique fats in males utilizing a number of regression strategies
Host: Ankit Kumar Verma / TFUG Prayagraj
Offbeats Version
Construct a regression mannequin to foretell the age of the crab
Host: Ayush Morbar / Offbeats Byte Labs
Nashik Climate
Predict the situation of climate in Nashik, India
Host: TFUG Nashik
Predicting Earthquake Injury
Predict the extent of injury to buildings attributable to earthquake based mostly on points of constructing location and building
Host: Usha Rengaraju
Forecasting Bangladesh’s Climate
Predict the wet day; quantity of rainfall, and common temperature for a selected day.
Host: TFUG Bangladesh (Dhaka)
CO2 Emissions Prediction Problem
Predict CO2 emissions per capita for 2030 utilizing international improvement indicators
Host: Md Shahriar Azad Evan, Shuvro Pal / TFUG North Bengal
AI & ML Malaysia
Predict mortgage approval standing
Host: Kuan Hoong (AI/ML GDE) / Synthetic Intelligence & Machine Studying Malaysia Person Group
Sustainable City Residing
Predict the habitability rating of properties
Host: Ashwin Raj / BeyondML
Poisonous Language (PTBR) Detection
(in native language)
Classify Brazilian Portuguese tweets in one of many two courses: toxics or non toxics.
Host: Mikaeri Ohana, Pedro Gengo, Vinicius F. Caridá (AI/ML GDE)
Bettering catastrophe response
Predict the humanitarian support contributions as a response to disasters happens on the planet
Host: Yara Armel Want / TFUG Abidjan
City Site visitors Density
Develop predictive fashions to estimate the visitors density in city areas
Host: Kartikey Rawat / TFUG Durg
Know Your Buyer Opinion
Classify every buyer opinion into a number of Likert scale
Host: TFUG Surabaya
Forecasting India’s Climate
Predict the temperature of the actual month
Host: Mohammed Moinuddin / TFUG Hyderabad
Classification Champ
Develop classification fashions to foretell tumor malignancy
Host: TFUG Bhopal
AI-Powered Job Description Generator
Construct a system that employs Generative AI and a chatbot interface to routinely generate job descriptions
Host: Akaash Tripathi / TFUG Ghaziabad
Machine Translation French-Wolof
Develop sturdy algorithms or fashions able to precisely translating French sentences into Wolof.
Host: GalsenAI
Water Mapping utilizing Satellite tv for pc Imagery
Water mapping utilizing satellite tv for pc imagery and deep studying for dam drought detection
Host: Taha Bouhsine / ML Nomads
Navigating ML Olympiad
To see all of the neighborhood competitions across the ML Olympiad, search “ML Olympiad” on Kaggle and search for additional associated posts on social media utilizing #MLOlympiad. Flick thru the accessible competitions and take part in those who curiosity you!
