Mon.Apr 10, 2023

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Data Security in the AI Era | Expert Opinion

Analytics Vidhya

Introduction “The seatbelts and airbags for generative AI will get developed very soon.” – Ajoy Singh, COO and Head of AI, Fractal Analytics With the increasing use of generative AI, the importance of data security on these platforms has become a growing concern. Recent news about the leak of user chat tiles on ChatGPT has […] The post Data Security in the AI Era | Expert Opinion appeared first on Analytics Vidhya.

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DataLang: A New Programming Language for Data Scientists… Created by ChatGPT?

KDnuggets

I recently tasked ChatGPT-4's to come up with a new programming language appropriate for data scientists in their day to day tasks. Let's look at the results, and the process of getting there.

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AI Set to Raise Global GDP to $7 Trillion: Goldman Sachs

Analytics Vidhya

According to a recent report by Goldman Sachs, implementing Artificial Intelligence (AI) could increase the global GDP by 7%. The report states that as AI tools that use Natural Language Processing (NLP) continue to be integrated into businesses and society, they could help to drive up to $7 trillion in additional global GDP growth. NLP […] The post AI Set to Raise Global GDP to $7 Trillion: Goldman Sachs appeared first on Analytics Vidhya.

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Baize: An Open-Source Chat Model (But Different?)

KDnuggets

So what's new in the LLM space? Meet Baize, an open-source chat model that leverages the conversational capabilities of ChatGPT. Learn how Baize works, its advantages, limitations, and more.

Modeling 101
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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Alibaba and Huawei’s Announce Debut of Their Chatbots: The Rise of Generative AI Chatbots in China

Analytics Vidhya

Chinese Tech Giants Gearing Up for Chatbot Revolution In a bid to satisfy local demand for generative AI chatbots, Chinese tech giants Alibaba and Huawei are set to debut their innovative chatbot systems in the coming weeks, making waves in the AI community. The world is looking forward to this as the next big thing […] The post Alibaba and Huawei’s Announce Debut of Their Chatbots: The Rise of Generative AI Chatbots in China appeared first on Analytics Vidhya.

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Google Report Shows Android Users Need VPNs for Data Privacy

Smart Data Collective

Consumers are becoming more concerned about data privacy than ever. Last September, the Government Accountability Office highlighted some of the issues about data privacy. If you have an Android device, you will need to be diligent about protecting against data privacy risks. Some of the risks and potential safeguards to consider are highlighted below.

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Using Predictive Analytics to Get the Best Deals on Amazon

Smart Data Collective

Predictive analytics technology has had a huge affect on our lives, even though we don’t usually think much about it. Therefore, it should not be a surprise that the market for predictive analytics tools will be worth an estimated $44 billion by 2030. There are many ways that predictive analytics is changing the way we live. One of the biggest changes is that more people are using this technology to forecast prices.

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Top Posts April 3-9: Top 19 Skills You Need to Know in 2023 to Be a Data Scientist

KDnuggets

Top 19 Skills You Need to Know in 2023 to Be a Data Scientist • LangChain 101: Build Your Own GPT-Powered Applications • 8 Open-Source Alternative to ChatGPT and Bard • Automate the Boring Stuff with GPT-4 and Python • 4 Ways to Generate Passive Income Using ChatGPT

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Online Traders Need to Take the Threats of Data Breaches Seriously

Smart Data Collective

Data breaches in the financial sector have become a major concern for businesses and consumers alike. With the increasing reliance on digital transactions and data storage, it has become more important than ever for financial institutions to ensure that their data is secure. Unfortunately, due to the complexity of financial systems and the potential for malicious actors to exploit weaknesses in security protocols, data breaches are becoming more common in this sector.

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What business executives don’t understand about IT

CIO Business Intelligence

When I graduated from college, I worked as an assembler language programmer for Sears. At that time, Sears was the world’s largest retailer and it was just beginning to use the new System 360 from IBM. IT was looked upon as a group of techies that performed some unexplainable job that was supposed to revolutionize the business. Beyond that, the senior executives across the business knew little of us nor did they want to know.

IT 99
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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Best Architecture for Your Text Classification Task: Benchmarking Your Options

KDnuggets

We want to show a real-life example of text classification models based on the most recent algorithms and pre-trained models with their respective benchmarks.

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Learn more about Alteryx Inspire 2023 to accelerate your analytics journey!

Jen Stirrup

Looking for help on your Analytics journey? Check out the video below to learn more about how Alteryx Inspire can help you on your Analytics Journey. Register Now for Inspire 2023 and follow @alteryx for more info. To register, click below. The event itself is taking place from May 22-25, 2023 and it is being held in Las Vegas, NV. Check out the video below!

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Assisted Predictive Analytics Benefits All Team Members!

Smarten

Leverage Enterprise Investments for Predictive Analytics and Gain Numerous Advantages! Gartner has predicted that, ‘predictive and prescriptive analytics will attract 40% of net new enterprise investment in the overall business intelligence and analytics market.’ Why the focus on predictive analytics? It’s simple! Investment in predictive analytics benefits everyone in the organization, including business users and team members, data scientists and the organization in general.

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Whither Real Interest Rates for the next 30 Years?

Andrew White

A new blog from the IMF came my way and it looked interesting: Interest Rates Likely to Return Toward Pre-Pandemic Levels When Inflation is Tamed. The blog refers to some research from the IMF that looks at the long term drivers of long-term interest rates. Unless you have been sleeping under a rock for 30 years, you know that the global economy has experienced slowing declining interest rates.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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What Is Machine Learning Model Deployment?

Dataiku

The process of converting a trained machine learning (ML) model into actual large-scale business and operational impact (known as operationalization) is one that can only happen once model deployment takes place. It means bridging the massive gap between the exploratory work of designing ML models and the industrial effort (not to mention precision) required for model deployment within production systems and processes.

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Multi-cloud is the future of enterprise

CIO Business Intelligence

By Andy Nallappan, Chief Technology Officer & Head of Software Business Operations, Broadcom This is a continuation of Broadcom’s blog series: 2023 Tech Trends That Transform IT. Stay tuned for future blogs that dive into the technology behind these trends from more of Broadcom’s industry-leading experts. Multi-cloud is the future of enterprise IT.

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The Data Visualization Design Process: A Step-by-Step Guide for Beginners

Depict Data Studio

Visualizing data in charts, graphs, dashboards, and infographics is one of the most powerful strategies for getting your numbers out of your spreadsheets and into real-world conversations. But it can be overwhelming to get started with data visualization. Does data visualization leave you feeling like the numbers are about to topple over on you?? If so, this step-by-step data visualization guide is for you!

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The three-layered approach to network data monetization

IBM Big Data Hub

Automated operations in the modern state-of-the-art telco networks, such as 5G Core, O-RAN and SDN, all follow the same pattern. The main enabler is the entity that streamlines collection and consumption of the network state. This is Network Data and Analytics Function (NWDAF) in 5G Core, Radio Intelligent Controller (RIC) in O-RAN and SDN Controller in Software Defined Networks.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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How to Bridge the Skills Gap with Automation

Jet Global

Finance teams today are facing unique challenges as they adapt to the post-pandemic landscape. Between layoffs and furloughs directly caused by the COVID-19 pandemic and the Great Resignation that followed, finance leaders are now dealing with a growing gap in the skills needed for their teams to successfully complete essential tasks. According to recent insightsoftware research most finance leaders are confident that their teams can at least partially execute on each of their responsibilities,

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