How to Unit Test Machine Learning Code & Models
Eugene Yan
FEBRUARY 24, 2024
How it differs from unit testing typical software and some guidelines
Eugene Yan
FEBRUARY 24, 2024
How it differs from unit testing typical software and some guidelines
Analytics Vidhya
FEBRUARY 24, 2024
Stability AI has announced the arrival of Stable Diffusion 3, the latest advancement in AI imagery technology. This new model promises significant improvements in text-to-image generation, boasting enhanced performance and quality. As the anticipation builds around Stable Diffusion 3, let’s delve into the key features and advancements of this innovative AI model.
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Data Science Dojo
FEBRUARY 24, 2024
AI video generators are tools leveraging artificial intelligence to automate and enhance various stages of the video production process, from ideation to post-production. These generators are transforming the industry by providing new capabilities for creators, allowing them to turn text into videos, add animations, and create realistic avatars and scenes using AI algorithms.
Analytics Vidhya
FEBRUARY 24, 2024
Google has been a frontrunner in AI research, contributing significantly to the open-source community with transformative technologies like TensorFlow, BERT, T5, JAX, AlphaFold, and AlphaCode. Continuing this legacy, Google has introduced Gemma, an LLM built for responsible AI development, leveraging the same research and technology that powered the Gini models.
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Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
insideBIGDATA
FEBRUARY 24, 2024
In this video presentation, our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, is joined by Founder of Quickchat AI Piotr Grudzień who believes the key to any successful AI platform is to ensure it can be tailored to a company’s specific needs.
Data Science Dojo
FEBRUARY 24, 2024
AI video generators are tools leveraging artificial intelligence to automate and enhance various stages of the video production process, from ideation to post-production. These generators are transforming the industry by providing new capabilities for creators, allowing them to turn text into videos, add animations, and create realistic avatars and scenes using AI algorithms.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Towards AI
FEBRUARY 24, 2024
Last Updated on February 24, 2024 by Editorial Team Author(s): Dr. Leon Eversberg Originally published on Towards AI. Compute-optimal large language models according to the Chinchilla paperThe evolution of GPT’s number of parameters over time. Large Language Models (LLMs) have grown rapidly in size over the past few years. As shown in the graph above, GPT-1 was released in 2018 with 117 million parameters.
Hacker News
FEBRUARY 24, 2024
Building a multiracial society is hard work. Don't be tempted by shortcuts.
Towards AI
FEBRUARY 24, 2024
Last Updated on February 24, 2024 by Editorial Team Author(s): Leo Tisljaric, PhD Originally published on Towards AI. From LLM-based machine translations to text generation fine-tuning, find all the theory, examples, and code in one place.Working on AI (Image by: Author) In one of his recent interviews, famous AI scientist Yann LeCun said that we do not have to seek general intelligence because even humans do not have it as „machines“ that have very specific and limited knowledge and skills.
Hacker News
FEBRUARY 24, 2024
Officials previously said the balloon, which is hovering at between 43,000 to 45,000 feet, does not appear to pose a national security threat to the U.S.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Mlearning.ai
FEBRUARY 24, 2024
Most of you have already captured some pictures of a board at school. Either because you were too lazy to write down what was written on the board, or you were in a hurry and had to take quick notes. Most of those pictures will obviously end up in the forgotten realm. Don’t worry, I know it’s still the laziness keeping us from checking them. In our mind it would be easier if we could get a summary of the content within the image.
Hacker News
FEBRUARY 24, 2024
Today, the Department of Commerce’s National Telecommunications and Information Administration (NTIA) launched a Request for Comment on the risks, benefits and potential policy related to advanced artificial intelligence (AI) models with widely available model weights – the core component of AI systems.
Mlearning.ai
FEBRUARY 24, 2024
Discover Writesonic: Your Creative Companion in 2024! Explore the Best AI Writing Software with Our Review. Unleash Your Imagination Today! Source: elegantthemes.com Hey there, fellow content creators, bloggers, and all you marvelous minds out there in the digital cosmos! Are you on the quest for the ultimate AI writing tool that’ll transform your creative process into a breeze?
Hacker News
FEBRUARY 24, 2024
January has already broken temperature records, starting this year off on-course to break the global records set in 2023.
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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate
Mlearning.ai
FEBRUARY 24, 2024
I bet you didn't know these! Continue reading on MLearning.
Hacker News
FEBRUARY 24, 2024
In September, Bloomberg reported that Apple had held exploratory talks with Microsoft about acquiring Bing as recently as 2020. In.
Mlearning.ai
FEBRUARY 24, 2024
The word “ethics” has its origins in the Greek word “ethos”, referring to the guiding principles and atmosphere that shape a group’s… Continue reading on MLearning.
Hacker News
FEBRUARY 24, 2024
Learn how one of the biggest tech companies played a major role in the reason many people stopped using RSS feeds
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Mlearning.ai
FEBRUARY 24, 2024
The final revisions are underway and the EU Parliament is expected to adopt the new EU AI Act in the coming weeks. I took a look at the proposals that will regulate the entire field of machine learning in the EU in the future: Which companies and players will be affected? Which AI technologies will be regulated and how? How will generative AI be dealt with?
Hacker News
FEBRUARY 24, 2024
How the Navy prowls today’s uncertain seas—and prepares for possible superpower conflict tomorrow.
Hacker News
FEBRUARY 24, 2024
A new study finds that large language models used widely for medical assessments cannot back up claims.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Hacker News
FEBRUARY 24, 2024
The Korean telecommunications watchdog said Friday it has slapped a fine of 435 million won ($327,067) on the U.S. live video streaming platform Twitch, which suspended its video-on-demand (VOD) service in the country last year.
Hacker News
FEBRUARY 24, 2024
Twin Peaks co-creator Mark Frost spills the beans on his conversation with Nintendo.
Hacker News
FEBRUARY 24, 2024
Amazon’s recent streak of unpopular Fire TV changes continues, and its latest change is a doozy. The most recent Fire TV software update has blocked a Fire TV capability that has been present since the original model's release in 2014.
Hacker News
FEBRUARY 24, 2024
A tale of "sand dunes, a guy named Gaston, secret aeromagnetic surveys, and camel drivers.
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Hacker News
FEBRUARY 24, 2024
You can now build a complete working BL31 (Boot Loader stage 3.1) and replace the closed binary blob with an open-source binary.
Hacker News
FEBRUARY 24, 2024
A bigger world is better for everyone
Hacker News
FEBRUARY 24, 2024
The moon hasn’t seen this many missions since the Apollo era. This time, humanity might be there to stay.
Hacker News
FEBRUARY 24, 2024
Journal of African cities chapter 8
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With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you
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