Mon.Aug 28, 2023

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Survey: Over Half of Senior AI Professionals See at Least 2x ROI on AI Initiatives 

insideBIGDATA

Dataiku, the platform for Everyday AI, together with Databricks, the data and AI company, revealed survey findings that shed light on AI’s transformative impact on businesses globally. The findings confirm that AI, including Generative AI, is now experiencing an impactful level of business results, matching its rapid rate of adoption.

AI 370
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Top 18 Power BI Project Ideas For Practice 2023

Analytics Vidhya

Power BI is an influential tool, shaping raw data into informative visuals and reports. With a user-friendly interface and formidable functionalities, Power BI is an invaluable platform for individuals to refine their skills through hands-on projects. By engaging in Power BI projects, beginners and experts can significantly augment their prowess. In this article, we will […] The post Top 18 Power BI Project Ideas For Practice 2023 appeared first on Analytics Vidhya.

Power BI 268
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UMass Amherst Computer Scientists Use AI to Accelerate Computing Speed by Thousands of Times  

insideBIGDATA

A team of computer scientists at the University of Massachusetts Amherst, led by Emery Berger, recently unveiled a prize-winning Python profiler called Scalene. Programs written with Python are notoriously slow—up to 60,000 times slower than code written in other programming languages—and Scalene works to efficiently identify exactly where Python is lagging, allowing programmers to troubleshoot and streamline their code for higher performance.

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Directing the Digital: Generative AI in Film and Entertainment

Analytics Vidhya

Introduction Lights, camera, AI! We have always been intrigued by the magic of cinema, which takes viewers to fantastical places, arouses strong feelings, and leaves behind unforgettable memories. But what happens when the sophisticated capabilities of artificial intelligence meet the age-old craft of storytelling? We are in the midst of a cinematic revolution, where generative […] The post Directing the Digital: Generative AI in Film and Entertainment appeared first on Analytics Vidhya.

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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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LLMOps demystified: Why it’s crucial and best practices for 2023

Data Science Dojo

Large Language Model Ops also known as LLMOps isn’t just a buzzword; it’s the cornerstone of unleashing LLM potential. From data management to model fine-tuning, LLMOps ensures efficiency, scalability, and risk mitigation. As LLMs redefine AI capabilities, mastering LLMOps becomes your compass in this dynamic landscape. What is LLMOps? LLMOps, which stands for Large Language Model Ops, encompasses the set of practices, techniques, and tools employed for the operational management of

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Top 10 AI Skills to Have for Landing a Job in 2023

Analytics Vidhya

Artificial Intelligence (AI) is one of the top-performing and opportunistic fields in technology. Regardless of your current skills, landing a job in AI is not easily achievable, especially when recruiters are on a constant lookout for skilled candidates. There is a wide and easy possibility to upskill and switch careers. Therefore, the journey to becoming […] The post Top 10 AI Skills to Have for Landing a Job in 2023 appeared first on Analytics Vidhya.

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Exploring Ethics and Privacy in the World of Advanced Language Models

Analytics Vidhya

Introduction In today’s rapidly advancing technological landscape, Large Language Models (LLMs) are transformative innovations that reshape industries and revolutionize human-computer interactions. The remarkable ability of Advanced language models to comprehend and generate human-like text holds the potential for a profound positive impact. However, these powerful tools also bring to light complex ethical challenges.

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The Simplification of AI Data

databricks

Talk to any data science organization and they will almost unanimously tell you that the biggest challenge to building high quality AI models.

AI 236
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PM Modi’s Vision for AI Regulations in India: B20 Summit 2023

Analytics Vidhya

As the B20 Summit India 2023 wrapped up in Delhi, the echoes of Prime Minister Narendra Modi’s words continued to resonate. Speaking to a gathering of business leaders, Modi didn’t hold back. He highlighted India’s role in shaping the global supply chain, advocated for customer care policies, and championed the green credit approach.

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Creating A Simple Docker Data Science Image

KDnuggets

This concise primer walks through setting up a Python data science environment using Docker, covering creating a Dockerfile, building an image, running a container, sharing and deploying images, and pushing to Docker Hub.

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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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10 Must-Listen Data Science Podcasts for Every Enthusiast

Analytics Vidhya

Introduction In an era where data powers innovation, staying updated is paramount. Fortunately, data science podcasts have emerged as an engaging way to tap into the collective wisdom of experts. From beginners seeking a foothold to seasoned professionals aiming to stay ahead, these podcasts offer insights, anecdotes, and trends, all delivered through the power of […] The post 10 Must-Listen Data Science Podcasts for Every Enthusiast appeared first on Analytics Vidhya.

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Optimizing Promotional Offers using Causal Machine Learning

databricks

Many companies offer their clients promotional offers to close deals, renew subscriptions, or purchase services. These incentives carry costs for the seller in.

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Create a Dashboard Using Python and Dash

KDnuggets

The article explains how to build a Netflix dashboard with Python and Dash to visualize content distribution and classification using maps, charts, and graphs.

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Navigate the sea of data with a sail made of kernel

Dataconomy

The concept of a kernel in machine learning might initially sound perplexing, but it’s a fundamental idea that underlies many powerful algorithms. There are mathematical theorems that support the working principle of all automation systems that make up a large part of our daily lives. Kernels in machine learning serve as a bridge between linear and nonlinear transformations.

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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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The Power of Collaboration: How Open-Source Projects are Advancing AI

KDnuggets

In this article, we explore the profound impact of open-source projects on the creation of innovative AI solutions.

AI 198
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Genshin Impact Kaveh bug: When a game raises red flags in cybersecurity

Dataconomy

The recent Genshin Impact Kaveh bug serves as a striking example that cybersecurity threats can manifest in the most unexpected places—even in the virtual realms of our favorite video games. While the primary aim of these platforms is leisure and entertainment, the increasing sophistication of hacks and exploits leaves no online environment truly secure.

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How to Use AI to Talk to Whales—and Save Life on Earth

Flipboard

With ecosystems in crisis, engineers and scientists are teaming up to decipher what animals are saying. Their hope: By truly listening to nature, humans will decide to protect it.

AI 181
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Embedded software development for IoT applications

Dataconomy

The world is becoming ever more interconnected; some are saying that it is ushering in a fourth industrial revolution, commonly referred to as the “Industrial Internet of Things.” This transformation enables objects for previously unconnected industries, machines, people and processes to interact with each other in unprecedented ways. Whether you are an end-user wanting access or control over products and services, or a manufacturer wishing to build better technology systems faster than before –

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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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Toyota to halt operations at all Japan assembly plants due to system failure

Hacker News

Toyota Motor Corp on Tuesday said it has suspended operations at all 14 of its assembly plants in Japan due to a production system malfunction, bringing domestic output to a standstill at the world's biggest-selling automaker.

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Elon Musk and Mark Zuckerberg are among the tech execs who will attend the Senate's first AI forum

Flipboard

Representatives from advocacy, civil rights, workers and creative groups also will be at the closed-door bipartisan meeting organized by Senate Majority Leader Chuck Schumer.

AI 179
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New research finds Late Pleistocene glaciations terminated by Earth's axis tilt

Hacker News

Glacial cyclicity of the Earth has often been considered on 100,000 year timescales, particularly for the Late Pleistocene (~11,700 to 129,000 years ago) swapping between periods of extensive polar and mountain glacier ice sheets, to warmer interglacial periods when ice sheets and glaciers retreated, with subsequent sea level rise. This is thought to be related to three key drivers affecting the amount of solar radiation reaching Earth from the sun.

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AI needs 'human control' to avoid being weaponized, says Microsoft's president

Flipboard

Artificial intelligence can be weaponized and needs to be reined in by humans, Microsoft's president and vice-chairman Brad Smith told CNBC in an …

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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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A note to young folks: download the things you love

Hacker News

Many years ago, my favorite podcast was The Totally Rad Show. It was a fun video podcast where the hosts reviewed movies, games, TV shows, and other general nerd stuff.

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Simplify and Accelerate IoT Data-Driven Innovation

databricks

Internet of Things (IoT) is the digital backbone of physical industry, connecting products, machines, devices, and people and becoming the bedrock for game-changing.

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Source: Google Pixel 8 will get more Android OS updates

Hacker News

Google is hoping to change how many major Android OS updates the Pixel 8 and 8 Pro gets in a move to surpass Samsung and meet the iPhone.

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I love AI because it will add decades to our lives

Flipboard

Who's afraid of AI? These days, just about everybody. AI, ChatGPT and the like are coming for our jobs and will destroy our way of life, the doomsayers tell us.

AI 146
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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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Germany Is Losing Its Mojo. Finding It Again Won’t Be Easy

Hacker News

Europe’s biggest economy is sliding into stagnation, and a weakening political system is struggling to find an answer

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Can we untangle our humanity from the artificial intelligence ouroboros?

Flipboard

Every generative AI tool, from ChatGPT to Midjourney, is linked in the same unfortunate way. The Text with Jesus app is inextricably linked to the deepfake nudes generated by supercharged tools from Microsoft and Google — in that they share one foolish premise at core.

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Traffic 101: Packets Mostly Flow

Hacker News

Slack handles billions of inbound network requests per day, all of which traverse through our edge network and ingress load balancing tiers.

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OpenAI launches a version of ChatGPT for businesses

Flipboard

CNN — OpenAI is releasing a version of its buzzy ChatGPT tool specifically for businesses, the company announced Monday, as an AI arms race continues to ramp up throughout corporate America.

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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.