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In this project

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.

Lebanon's Prime Minister: Israel's scorched earth policy threatens economy and region

https://ymaho.com/lebanon-s-prime-minister-israel-s-scorched-earth-policy-threatens-economy-and-region

Israeli strikes destroy Lebanon's agriculture and infrastructure. Damage $20 billion, GDP falls by 7-10%. Analysis of financial consequences and forecast.

Russia's GDP Decline 2026: New Forecast from the Ministry of Economic Development

https://ymaho.com/russia-s-gdp-decline-2026-new-forecast-from-the-ministry-of-economic-development

The conservative scenario of the Russian Ministry of Economic Development allows for a GDP decline of 0.5% in 2026. Discover the hidden reasons and real figures of the crisis. Read insider analysis.

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.

White list of banks: Aksakov called on the Ministry of Digital Development for equal competition

https://ymaho.com/white-list-of-banks-aksakov-called-on-the-ministry-of-digital-development-for-equal-competition

Why do only 5 banks work during internet outages? Analysis of the struggle for survival of regional banks, positions of the Central Bank and security forces. Find out who benefits from inequality.

Innovative therapy for hemophilia and Fabry disease in the High-Cost Nosologies program

https://ymaho.com/innovative-therapy-for-hemophilia-and-fabry-disease-in-the-high-cost-nosologies-program

The Ministry of Health Commission will consider lonocotocog alfa and pegunigalsidase alfa for the High-Cost Nosologies program. Find out why inclusion is important for patients and what obstacles have arisen.