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Gradient Descent and Backpropagation in Neural Networks: CUDA/C++

https://sudonull.com/gradient-descent-and-backpropagation-in-neural-networks-cuda-c

Deep dive into gradient descent and backpropagation. Implementation of neural network training algorithms from scratch on CUDA/C++ for MNIST. Detailed breakdown of mathematics and code.

Fine-tuning Mistral 7B on Russian for dialogues

https://sudonull.com/fine-tuning-mistral-7b-on-russian-for-dialogues

Learn why LoRA didn't work and how full fine-tuning Mistral 7B achieved BertScore 0.93. Architecture, optimizations, MERA benchmarks for ML engineers.

Interview Mistakes: How Systemic Biases Hinder Hiring

https://sudonull.com/interview-mistakes-how-systemic-biases-hinder-hiring

Why Interviews Don't Reflect the Real Level of a Developer? Analysis of Systemic Biases in Hiring and Methods to Minimize Them. Learn How to Avoid Mistakes in Candidate Assessment.

Precise measurement of soil moisture: Technologies and challenges

https://sudonull.com/precise-measurement-of-soil-moisture-technologies-and-challenges

In-depth analysis of soil moisture measurement methods, from classical gravimetric to modern IoT sensors. Study of operating principles, accuracy, and practical aspects for developing reliable systems.

Python from scratch: how to learn without mistakes

https://sudonull.com/python-from-scratch-how-to-learn-without-mistakes

Learn how to properly start with Python: sources of knowledge, comparison with PHP/Go, role of books and videos. Expert tips for middle/senior developers. Start learning effectively.

From other projects

Ministry of Finance reduces currency purchases: impact on ruble and exporters

https://ymaho.com/ministry-of-finance-reduces-currency-purchases-impact-on-ruble-and-exporters

The Russian Ministry of Finance announced a reduction in currency purchases for May to $1.9 billion — 38% below forecasts. Find out how this will affect the ruble, OFZ bonds, and exporter stocks, as well as the hidden reasons for the decision.

Man Utd's Transfer Mistake: Selling McTominay to Napoli

https://lrivo.com/man-utd-s-transfer-mistake-selling-mctominay-to-napoli

Explore why Man Utd's sale of Scott McTominay to Napoli is considered a major transfer mistake. Read about McTominay's success and Materazzi's opinion.

Tinted moisturizer with SPF: protection or marketing?

https://ymaho.com/tinted-moisturizer-with-spf-protection-or-marketing

We analyze why SPF in tinted moisturizer creates false protection. Who is Hourglass Illusion suitable for and how not to be deceived. Read the analysis.

Algeria Corruption Case: Minister Jailed, Economic Impact

https://ymaho.com/algeria-corruption-case-minister-jailed-economic-impact

A former Algerian industry minister is jailed for corruption. Learn how this high-profile case fits into broader economic reforms and what it means for the country's future.

Portadown Wins vs Ballymena via Defensive Mistakes

https://lrivo.com/portadown-wins-vs-ballymena-via-defensive-mistakes

Portadown beat Ballymena United 2-1 in the Irish Premiership by capitalizing on defensive errors. Analysis of the match and key takeaways here.

Liverpool Salah Van Dijk Contracts: £39m Mistake?

https://lrivo.com/liverpool-salah-van-dijk-contracts-39m-mistake

How Liverpool's massive contracts for Salah and Van Dijk backfired. Discover the financial fallout and lessons from past mistakes. Read now.

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