Thu.Apr 04, 2024

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10 GitHub Repositories to Master Computer Science

KDnuggets

These GitHub repositories provide valuable resources for mastering computer science, including comprehensive roadmaps, free books and courses, tutorials, and hands-on coding exercises to help you gain the skills and knowledge necessary to thrive in the ever-evolving field of technology.

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Evolution of AI in Software Development: Shifting from Co-pilot to an Autopilot

insideBIGDATA

In this contributed article, Janne Saarela, a Strategy Analyst at JFrog, highlights parallels between autonomous driving and software development, showcasing a shared evolution towards reduced human involvement through automation.

AI 273
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Apple Launches ReALM Model that Outperforms GPT-4

Analytics Vidhya

Apple researchers have unveiled ReALM, an innovative AI system designed to enhance voice assistants‘ understanding of on-screen content and context. The AI enables more natural interactions with devices by converting visual elements into text, thereby transforming user experience. Let us explore this new technology and also find out how it compares with existing models such […] The post Apple Launches ReALM Model that Outperforms GPT-4 appeared first on Analytics Vidhya.

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Heard on the Street – 4/4/2024

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Top 10 Free Generative AI Courses

Analytics Vidhya

Explore the revolutionary field of Generative AI by enrolling in one of our top ten carefully chosen courses! These courses aim to spark your interest and provide you with the knowledge and abilities required to make innovative contributions in the field of artificial intelligence. Topics range from comprehending the fundamentals of Generative Adversarial Networks (GANs) […] The post Top 10 Free Generative AI Courses appeared first on Analytics Vidhya.

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Distribute and Run LLMs with llamafile in 5 Simple Steps

KDnuggets

Do you want to know how to run LLMs on your computer without installing a lot of dependencies or writing code? Well, you're in luck! By the end of this tutorial, you will have successfully run an LLM using llamafile and interacted with it through a user-friendly interface.

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SLAC completes construction of the largest digital camera built for astronomy

Hacker News

Once set in place atop a telescope in Chile, the 3,200-megapixel LSST Camera will help researchers better understand dark matter, dark energy and other mysteries of our universe.

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Is MANGO the New FAANG of Generative AI Era?

Analytics Vidhya

Remember when we were in school or college, Facebook and Google first burst onto the scene? Those were incredibly exciting times. Social media was still in its infancy, and Google quickly became the go-to search engine for all our queries. Little did we know that they would become the corporate titans they are today. Fast-forward […] The post Is MANGO the New FAANG of Generative AI Era?

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Former University of Iowa Hospital employee used fake identity for 35 years

Hacker News

A former University of Iowa Hospital employee pleaded guilty Monday to charges that he had been living under another man’s identity since 1988, causing the other man to be falsely imprisoned for identity theft and sent to a mental hospital.

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Anthropic Finds a Way to Extract Harmful Responses from LLMs

Analytics Vidhya

Artificial intelligence (AI) researchers at Anthropic have uncovered a concerning vulnerability in large language models (LLMs), exposing them to manipulation by threat actors. Dubbed the “many-shot jailbreaking” technique, this exploit poses a significant risk of eliciting harmful or unethical responses from AI systems. It capitalizes on the expanded context windows of modern LLMs to break […] The post Anthropic Finds a Way to Extract Harmful Responses from LLMs appeared first

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Command R+: A Scalable LLM Built for Business

Hacker News

Command R+ is a state-of-the-art RAG-optimized model designed to tackle enterprise-grade workloads, and is available first on Microsoft Azure Today, we’re introducing Command R+, our most powerful, scalable large language model (LLM) purpose-built to excel at real-world enterprise use cases.

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OpenAI’s New Tool Can Mimic Anyone’s Voice; Here’s Why It’s Scary

Analytics Vidhya

Introduction Synthetic voices are artificial computer-generated voices that can sound just like real people. This new AI voice cloning technology uses advanced programs to create very natural-sounding speech. However, there are risks of synthetic voices being misused to spread misinformation, scam people through fake voices, or impersonate others without permission.

Analytics 244
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She slept with a violin on her pillow

Hacker News

As a teenager in South Korea, Ayoung An decided to become a violin maker. Her journey eventually took her to Cremona, Italy, a famed hub for masters like Antonio Stradivari.

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Top 12 Free Python Courses

Analytics Vidhya

Whether you’re a complete beginner eager to learn your first programming language or an experienced coder looking to expand your skill set, these top 12 free Python courses are here to guide you every step of the way! From creating games and automating everyday tasks to diving into data science and machine learning, Python offers […] The post Top 12 Free Python Courses appeared first on Analytics Vidhya.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Kobold letters: HTML emails are a risk

Hacker News

Anyone who has had to deal with HTML emails on a technical level has probably reached the point where they wanted to quit their job or just set fire to all the mail clients due to their inconsistent implementations. But HTML emails are not just a source of frustration, they can also be a serious security risk.

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Top 12 Generative AI Influencers on Twitter

Analytics Vidhya

Introduction X (formerly Twitter) is an excellent platform for discussing diverse topics. By following knowledgeable individuals, you can gain profound insights into AI and discover the latest trends. Keeping that in mind, we have created a list of 12 top generative AI influencers on X. These influencers offer perspectives from various backgrounds, such as education, […] The post Top 12 Generative AI Influencers on Twitter appeared first on Analytics Vidhya.

AI 206
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PCIe 7.0 Draft 0.5 Spec Available: 512 GB/s over PCIe x16 On Track For 2025

Hacker News

PCI-SIG this week released version 0.5 of the PCI-Express 7.0 specification to its members. This is the second draft of the spec and the final call for PCI-SIG members to submit their new features to the standard. The latest update on the development of the specification comes a couple months shy of a year after the PCI-SIG published the initial Draft 0.3 specificaiton , with the PCI-SIG using the latest update to reiterate that development of the new standard remains on-track for a final releas

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10+ Best Laptops that Can Handle AI and Analytics Workloads in 2024

Analytics Vidhya

Introduction In life, we require harmonizing elements that complement each other’s existence. You might have heard that Life is the rider, and time is the ride. Together, they create the journey we call existence. Similarly, if you are in AI and analytics, you need the best mentor, environment, and workstation to excel. You must work […] The post 10+ Best Laptops that Can Handle AI and Analytics Workloads in 2024 appeared first on Analytics Vidhya.

Analytics 215
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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Runtipi: Docker-Based Home Server Management

Hacker News

Free and open-source, Runtipi lets you install all your favorite self-hosted apps without the hassle of configuring and managing each service. One-click installs and updates for more than 80 popular apps.

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Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx

Analytics Vidhya

Introduction In the previous article, We went through the process of building a machine-learning model for sentiment analysis that was encapsulated in a Flask application. This Flask application uses sentiment analysis to categorize tweets as positive or negative. Ready for implementation, the complete project is version-controlled on GitHub. Moving further, we will now walk over […] The post Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx appeared first on Anal

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Interview with a blind developer on how he works (2017)

Hacker News

It’s only me, and my colleagues can assure you that I’m mostly harmless. I do software development and work at one of Vincit offices in Phoenix, Arizona.

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Illuminating the Future: Unveiling Databricks power in analyzing electrical grid assets using computer vision

databricks

Innovation in the Power and Utilities industry is all but a necessary step to move forward with the evolution of the national power.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Hertz’s bet on Teslas went sideways

Hacker News

A pair of finance veterans bought the bankrupt car rental company and went all-in on electric. Too bad they got almost everything wrong.

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Common workplace security breaches and how to prevent them

Dataconomy

According to the Data Breach Investigations Report, the human component of cyber security breaches comprises 82% of all confirmed data breaches. This is a shocking indictment of human fallibility in the workplace. Viewed differently, this presents the ideal framework to implement sweeping security protocols designed to limit malfeasance, mitigate human error, and beef up workplace security.

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Proton Mail says Outlook for Windows is Microsoft's new data collection service

Hacker News

Proton Mail says that the new Outlook app for Windows is a privacy nightmare for users, as the app shares the data with advertisers.

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The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs

Explosion

With the latest advancements in NLP and LLMs, and big companies like OpenAI dominating the space, many people wonder: Are we heading further into a black box era with larger and larger models, obscured behind APIs controlled by big tech monopolies?

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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C++ coroutines do not spark joy (2021)

Hacker News

C++20 added minimal support for coroutines. I think they're done in a way that really doesn't fit into C++, mostly because they don't follow the zero-overhead principle.

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Getting Started with OpenAI: The Lingua Franca of AI

Towards AI

Author(s): Abhinav Kimothi Originally published on Towards AI. Image generated using Yarnit AI by the author 30th November, 2022 will be remembered as the watershed moment in artificial intelligence. OpenAI released ChatGPT and the world was mesmerised. Interest in previously obscure terms like Generative AI and Large Language Models (LLMs), was unstoppable over the following 15 months.

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A Japanese hikikomori released a game after 6 years of development [video]

Hacker News

After 6 years of solo development, I finally released my first commercial game Pull Stay into Early Access on Steam!

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Midjourney Explorations — Fancy Framing with Style Reference Images

Towards AI

Last Updated on April 5, 2024 by Editorial Team Author(s): PromptDervish Originally published on Towards AI. Use sref and cref to create intriguing new images with combined traits. Did you know you can use style reference images (sref) to add a frame to your image in Midjourney? If you begin with a frame or unusual shape (see below right) that could be used as a frame, you can add it as an sref to a prompt.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.