Best of Machine Learning — 2023
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Machine Learning News·3y
40+ Cool AI Tools You Should Check Out (April 2023)
Quinvio AI Quinvio is an AI video creation tool that enables quick video presentations with an intuitive editor, AI assistance for writing, and an option to choose an AI spokesperson. Ask your PDF AskYourPdf is anAI chatbot that helps users interact with PDF documents easily and extract insights.
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Hacker News·2y
Google AI for Developers
Google AI offers developers a range of tools and technologies to leverage artificial intelligence and machine learning in their projects. It brings benefits such as enhanced functionality, improved user experience, and automation. However, developers may also face challenges and limitations when working with Google AI.
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TechCrunch·3y
Google launches a GitHub Copilot competitor
Google launches a GitHub Copilot competitor to GitHub’s Copilot, a chat tool for asking questions about coding and Google Cloud services. At the core of virtually all of these new code completion and code generation tools is Codey. Google Cloud will use Codey to help developers manage all of their services on Google Cloud.
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Ars Technica·3y
Redditor creates working anime QR codes using Stable Diffusion
Redditor creates working anime QR codes using Stable Diffusion AI image-synthesis model. The functional pieces reflect artistic styles in anime and Asian art. QR codes, short for Quick Response codes, are two-dimensional barcodes initially designed for the automotive industry in Japan.
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Hacker Noon·3y
50 + Python Projects (10 Lines of Code)
GitHub repository features 50+ Python applications with only 10 lines of code. Author is a Machine Learning Researcher, currently working in IBM. Taught 20,000+ students & working professionals to crack coding interviews and land their dream job.
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Community Picks·3y
🧠An AI / neural network...in vanilla JS! 😱 With no libraries! 🤯
Learn how to build a neural network in vanilla JavaScript without any libraries. The article covers the basics of neural networks, including the concept of neurons, back propagation, and the use of bias and weightings. It provides step-by-step code examples and demos of simple and more complex neural networks.
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Quastor Daily·3y
How PayPal Built a Database that serves 350 Billion Requests Per Day
How PayPal Built a Database that serves 350 billion requests per day. JunoDB is a distributed key value database that is used by almost every core backend service at PayPal. It uses RocksDB as the storage engine and provides strong consistency guarantees with low latency.
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Serokell·2y
Top software development trends for 2024
2024 will see software development trends including the integration of AI and machine learning, the use of blockchain beyond cryptocurrencies, the adoption of multi-runtime microservices, and a focus on cybersecurity. AR and VR applications will continue to increase, and sustainable software development will be a key consideration. In computing, there will be advancements in serverless computing, cloud and edge computing, and the development of quantum computing. Python will remain dominant, and Rust will see increased adoption. The rise of low-code and no-code platforms, progressive web applications, and cross-platform app development are also notable trends.
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Towards AI·3y
GPT4Readability — Never Write a README Again
GPT4Readability is a powerful tool designed to automatically generate a README.md file. It can also suggest code improvements for your Python code repositories. The entire development of this tool costs just $1.50, which seems quite cheap compared to the $20/month ChatGPT plus users pay.
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GitHub Blog·2y
The architecture of today’s LLM applications
Learn about the architecture of today's LLM applications, including the steps to build an LLM app, choosing the right LLM, customizing the LLM, setting up the app's architecture, and conducting online evaluations. Discover real-world impact examples of LLM apps in use.
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KDnuggets·3y
7 Ways ChatGPT Makes You Code Better and Faster
ChatGPT is your trusty companion throughout the entire development process, offering valuable assistance every step of the way. It can help you think through the scope, architecture, requirements and feasibility of your software development or data science project. ChatGPT's suggested workflow and roadmap have also saved me time by pointing me in the right direction from the start.
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builder.io·2y
Don’t Build AI Products The Way Everyone Else Is Doing It
To build unique, valuable, and fast AI products, it is recommended to avoid just wrapping over other models. This approach faces problems such as lack of differentiation, high costs of running large language models, slow performance, and limited customization. Instead, developers should create a toolchain that combines fine-tuned models, custom compilers, and custom-trained models. By using AI models selectively and focusing on specific problem areas, developers can achieve faster, more reliable, and differentiated AI solutions.
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WebGPU: Unlocking modern GPU access in the browser
WebGPU is a new API that unlocks the power of the GPU for faster machine learning performance and better graphics rendering. It is an improvement over WebGL and enables new GPU workloads for rendering and faster ML inference. It was designed for JavaScript first and is easy to learn and use.
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How Slack sends Millions of Messages in Real Time
How Slack sends millions of messages in Real Time Plus, how Jane Street writes tests, challenges with caching, why tail latencies matter and more. How Slack Sends Millions of Messages in Real time using Channel, Gateway and Presence Servers Consistent Hashing to map Channel IDs to Channel Servers.
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Stable Diffusion Turbo XL can generate AI images as fast as you can type
Stable Diffusion Turbo XL is an AI image-synthesis model that can rapidly generate imagery based on a written prompt. It uses a technique called Adversarial Diffusion Distillation to produce image outputs in a single step, significantly reducing the number of steps required compared to its predecessor. SDXL Turbo can generate images in real-time and has the potential for applications in generative AI video filters and experimental video game graphics generation. However, the images generated by SDXL Turbo are not as detailed as those produced by the previous model.
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DZone·3y
Why Web Developers Still Reign Supreme
Why Web Developers Still Reign Supreme - DZone The Power of AI is a buzzword nowadays. We will explore the benefits of incorporating AI in web development, the popular AI technologies used by web developers, and how AI enhances the user experience on websites. Join the DZone community and get the full member experience.
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Python in Plain English·3y
Best Tools for Python Developers in 2023
Best Tools for Python Developers in 2023: Helios, PyCharm, Django, Poetry and more. Helios is a developer platform that provides actionable insight into your Python application flow. Python has become one of the most popular programming languages over the past few years.
