Presentations

Fine-tuning Large Language Models by Dmitry Balabka @ Generative AI focused DevClub.lv

Announcement: https://devclub.lv/announcement-of-generative-ai-focused-127th-devclub-lv/ Video: https://www.youtube.com/watch?v=MYzq01G2xb4 Slides: https://bit.ly/3USpD96

Overview on Recommender System in E-commerce

Slides: https://1drv.ms/p/s!AsRPUG85SEgAskHAylF1ocEnnBAp

Quick Intro to “A/B Testing”

Slides: https://1drv.ms/p/s!AsRPUG85SEgAhkseewYChSTYJBsg This is an embedded Microsoft Office presentation, powered by Office.

A Practical Overview of AutoML for Tabular Data @ DevClub.ee #150

Annoncement: https://blog.devclub.eu/2022/01/21/devclub-150/ Slides: https://drive.google.com/file/d/1Rd0ePsmqcafgfhQgimrrJgxbo0qusN5g/view?usp=sharing

A Practical Overview of AutoML for Tabular Data @ DevClub.lv #101

Annoncement: https://devclub.lv/announcement-of-machine-learning-focused-101st-online-devclub-lv/ Slides: https://drive.google.com/file/d/1Rd0ePsmqcafgfhQgimrrJgxbo0qusN5g/view?usp=sharing Video: https://www.youtube.com/watch?v=tvCQrpDI00I

SHL Challenge 2021 - Human activity recognition with AutoML using smartphone radio data

News: https://tsi.lv/our-graduate-won-the-shl-challenge/ Github: https://github.com/dbalabka/shl-activity-recognition-2021 Slides: https://1drv.ms/p/s!AsRPUG85SEgAhlJMeCWL0c8mXTAC This is an embedded Microsoft Office presentation, powered by Office.

ZIBIT 2020 - Human Activity Recognition with Smartphone Sensors Using Machine Learning Algorithms

Video: https://www.youtube.com/watch?v=nDZUgi5xrdE

Become a Web Developer

Slides: https://docs.google.com/presentation/d/1PiHQ5-lNJ8O7eeX2PpTj9yyTh9T60DWpBhT6pk69kFw/edit?usp=sharing

SHL Challenge 2019 poster presentation: Semi-supervised learning for human activity recognition using adversarial autoencoders

Slides: https://1drv.ms/b/s!AsRPUG85SEgAgVc6AJ380D299O5b?e=itXY8j Paper: https://dl.acm.org/citation.cfm?id=3344854 Github: https://github.com/dbalabka/semi-supervised-har

Become a Web Developer from Scratch

Slides: https://docs.google.com/presentation/d/10gpVTbPircc6WH252xeZpFeimJJIhXrWKlgCls02mJA/edit?usp=sharing

E-Commerce search

Announcement: https://devclub.lv/announcement-of-e-commerce-focused-44th-devclub-lv/ Slides: https://docs.google.com/presentation/d/1pb1wwf1q2ZCNWvGKA0S6w3vfen-APHdivwUqdclxm4s/edit?usp=sharing Video: https://www.youtube.com/watch?v=2tveezPlhF4

Testing Automation with PhantomJS

Annoncement: https://devclub.lv/announcement-of-test-automation-focused-35th-devclub-lv/ Slides: https://docs.google.com/presentation/d/1w1HTDJGAIBZFCmYHLGdgoOFOCsGdwjV7Tb81uTJufBU/edit?usp=sharing Video: https://www.youtube.com/watch?v=g8DTyc6wt3I

BEM - Methodology for creating CSS

Announcement: https://devclub.lv/announcing-special-edition-front-end-devclub/ Slides: https://docs.google.com/presentation/d/1FNJV598cZBDyr9q7nrA0tXGeByWyPFdomQhXQAa2-hY/edit?usp=sharing