Data Science Dojo
FEBRUARY 23, 2024
GPTs for Data science are the next step towards innovation in various data-related tasks. These are platforms that integrate the field of data analytics with artificial intelligence (AI) and machine learning (ML) solutions. OpenAI played a major role in increasing their accessibility with the launch of their GPT Store. What is OpenAI’s GPT Store?
Analytics Vidhya
FEBRUARY 23, 2024
French AI startup Mistral AI has unveiled its latest prototype language model, “Mistral Next,” sparking excitement and curiosity within the tech community. Positioned as a potential competitor to renowned models like GPT-4, Mistral Next promises advanced capabilities and a commitment to ethical conversation. Let’s delve into the details of this new release.
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KDnuggets
FEBRUARY 23, 2024
Every leader has their origin story, and here are some that might inspire you.
Analytics Vidhya
FEBRUARY 23, 2024
The introduction of Large Language Models (LLMs) has brought in a significant paradigm shift in artificial intelligence (AI) and machine learning (ML) fields. With their remarkable advancements, LLMs can now generate content on diverse topics, address complex inquiries, and substantially enhance user satisfaction. However, alongside their progression, a new challenge has surfaced: Hallucinations.
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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.
KDnuggets
FEBRUARY 23, 2024
It is a self-paced course that covers fundamental and advanced concepts of LLMs and teaches how to deploy them in production.
Analytics Vidhya
FEBRUARY 23, 2024
Introduction How does your phone predict your next word, or how does an online tool fine-tune your emails effortlessly? The powerhouse behind these conveniences are Large Language Models. But what exactly are these LLMs, and why are they becoming a hot topic of conversation? The global market for these advanced systems hit a whopping $4.35 […] The post 7 Most Common Questions Around LLMs appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
FEBRUARY 23, 2024
Welcome to the Python Abstraction and Encapsulation MCQs! Abstraction and encapsulation are fundamental concepts in object-oriented programming (OOP) that promote code organization, reusability, and security. Abstraction involves hiding unnecessary details and showing only essential features of an object, while encapsulation involves bundling the data and methods that operate on the data into a single unit. […] The post 30+ MCQs on Python Abstraction and Encapsulation appeared first on Ana
insideBIGDATA
FEBRUARY 23, 2024
In this contributed article, Erfane Arwani, founder and CEO of Biomemory, discusses how molecular computing (using molecules rather than traditional silicon chips for computational tasks) could be a critical component in revolutionizing data storage, despite the exponential growth of AI.
Analytics Vidhya
FEBRUARY 23, 2024
Introduction 2024 has started with more advancements in artificial intelligence. All the predictions on AI growth have started to unfold. In a groundbreaking move, TikTok has recently introduced “Depth Anything,” a state-of-the-art Monocular Depth-Estimation (MDE) model. In a nutshell, this leverages a combination of 1.5 million labeled and 62 million unlabeled images, making it a […] The post Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model app
insideBIGDATA
FEBRUARY 23, 2024
In this contributed article, Ajay Kumar, CEO at SLK Software, discusses how generative AI provides unprecedented impact and effortless integration for the banking, insurance, and manufacturing industries.
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.
Data Science Dojo
FEBRUARY 23, 2024
GPTs for Data science are the next step towards innovation in various data-related tasks. These are platforms that integrate the field of data analytics with artificial intelligence (AI) and machine learning (ML) solutions. OpenAI played a major role in increasing their accessibility with the launch of their GPT Store. What is OpenAI’s GPT Store?
Hacker News
FEBRUARY 23, 2024
Air pollution, farming, and tree planting is changing the planet’s color. Is that good for climate change?
Data Science Dojo
FEBRUARY 23, 2024
Data science GPTs are the next step towards innovation in various data-related tasks. OpenAI’s GPT store is designed to make AI-powered solutions more accessible to different community members. The collection contains several custom and chat GPTs for users to explore. However, our focus lies on exploring the data science GPTs available on the platform.
Hacker News
FEBRUARY 23, 2024
Two researchers have proved that Penrose tilings, famous patterns that never repeat, are mathematically equivalent to a kind of quantum error correction.
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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
FlowingData
FEBRUARY 23, 2024
How much you sleep each night matters, but more importantly, it’s about the quality and if you feel rested when you wake up. This seems to shift with age as responsibilities and sleep patterns change. The following chart shows how rested people felt, based on answers to the American Time Use Survey.
Hacker News
FEBRUARY 23, 2024
China has increasingly turned to private companies in campaigns to hack foreign governments and control its domestic population.
Dataconomy
FEBRUARY 23, 2024
When we recently tested the image generation feature of Gemini we suddenly found ourselves asking ourselves: Is Gemini AI woke? When we entered any prompt that included ethnicity, we noticed that a German was actually Asian, and even Abraham Lincoln was black in Google’s eye. So what happened when Google was asked is Gemini AI woke? Well, Gemini AI has paused its ability to generate images of people because of errors in its depictions of historical figures.
Hacker News
FEBRUARY 23, 2024
“This abrupt reversal left me reeling, realizing the extent of the impact on my small business,” Voahangy Rasetarinera wrote on her Facebook page.
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.
Towards AI
FEBRUARY 23, 2024
Author(s): Towards AI Editorial Team Originally published on Towards AI. While digital channels are booming, phone support remains crucial for many customers. Although digital channels are growing rapidly, phone support remains an essential communication medium for many customers. However, phone interactions can be tedious, expensive, and hard to track.
Hacker News
FEBRUARY 23, 2024
I've been getting a lot of those "your parcel couldn't be delivered" phishing attacks lately and if you're a human with a phone, you probably have been too. Just as a brief reminder, they look like this: These get through all the technical controls that exist at my telco and they land smack bang in my SMS inbox. However, I don't fall for the scams because I look for the warning signs: a sense of urgency, fear of missing out, and strange URLs that look nothing like any
Towards AI
FEBRUARY 23, 2024
Author(s): Jelle Van Bost Originally published on Towards AI. Google’s new model offers impressive performance alongside a unique licensing approach designed to promote innovation and responsible use.Image generated by the author on [link] Google’s new open-source model, Gemma, is shaking up the landscape of Large Language Models (LLMs). Despite its size (with 7B and 2B parameter variants), Gemma’s performance is remarkable, rivaling the performance of larger open-source models.
Hacker News
FEBRUARY 23, 2024
It’s called “reconductoring.
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
Towards AI
FEBRUARY 23, 2024
Last Updated on February 23, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. AI image generators are a game-changing solution that can generate unique visuals from text prompts. AI art generators offer a time-saving, cost-effective solution for businesses. It can help professionals and organizations enhance their design portfolio, elevate social media content, or make presentations more engaging.
Hacker News
FEBRUARY 23, 2024
Why didn’t I think of this?
Smart Data Collective
FEBRUARY 23, 2024
AI technology has drastically changed the mobile gaming sector. It has significantly improved the user experience and made it easier for developers to monetize their games. Analytics Vidhya has a great post on how AI is improving game development.
Hacker News
FEBRUARY 23, 2024
A complete GPT2 implementation as a single SQL query in PostgreSQL.
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.
IBM Journey to AI blog
FEBRUARY 23, 2024
Today, people don’t just prefer instant communication; they expect it. Conversational artificial intelligence (AI) leads the charge in breaking down barriers between businesses and their audiences. This class of AI-based tools, including chatbots and virtual assistants, enables seamless, human-like and personalized exchanges. Beyond the simplistic chat bubble of conversational AI lies a complex blend of technologies, with natural language processing (NLP) taking center stage.
Hacker News
FEBRUARY 23, 2024
A small number of Apple Vision Pro owners have claimed that their headsets developed a hairline crack down the middle of the front cover glass,
Dataversity
FEBRUARY 23, 2024
“If I can’t picture it, I can’t understand it.” —Albert Einstein Research has found that 65% of the general population are visual learners, meaning they need to see information as images to understand it. The business world confirms this: Visualization is essential in driving success. Take, for instance, data visualization, or, the art of translating data into […] The post 5 Key Strategies for Making Data Visualization Accessible appeared first on DATAVERSITY.
Hacker News
FEBRUARY 23, 2024
When it comes to context windows, size matters
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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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