Systems | Development | Analytics | API | Testing

December 2023

How #ChatGPT Learns Keywords and Evolves Daily | Raju Kandaswamy | #GenerativeAI #AIAdvancements

Join Raju as they delve into the fascinating world of ChatGPT's learning process. Explore the model's journey from treating all words as keywords to identifying patterns and evolving with each data input. Gain insights into how ChatGPT refines its understanding of keywords, transforming its ability to tweak sentence formations over time. Discover the ongoing evolution that makes ChatGPT a dynamic and adaptive language model.

Can AI Fully Replace QA Testing?

Now that the chaos of Black Friday has passed, it’s time to check in on the aftermath. How did your website fare? What challenges did your business experience, and did they affect your ROI? How early should you be testing your site to prep for the big day? In this episode of the Test Case Scenario, Paul Reinheimer, co-founder at WonderProxy, joins Jason Baum and Nikolay Advolodkin to trade stories about past Black Fridays and discuss best practices for testing, test automation, AI factors, and more.

Can AI replace Human Intelligence?

Is AI taking up human jobs? Can AI replace human intelligence? Will Artificial Intelligence replace humans in a few years? Well, these questions are in the news and spreading like wildfire on the internet leaving no one behind. This rapid advancement of AI has sparked intense debates about the potential implications for the future of work and the role of humans in a world increasingly driven by intelligent machines.

AI Unleashed: Revolutionizing Accessibility Testing for the Future

As per the Internet World Stats information report, there are 2.4 billion Internet users worldwide. Per the United Nations factsheet on persons with disabilities, around 10 percent of the world’s population has some form of disability, which means more than 27 percent of potential users could have special needs when it comes to accessing the Internet. Accessibility issues can be categorized under four categories.

5 Generative AI Use Cases You Need to Apply to Your Processes

Ready to implement generative AI in your business processes? Starting with the right generative AI use cases is key to your success. You’ll want to find areas where you can achieve quick wins as you grow toward your larger AI vision. In this article, we’ll highlight five use cases where you can incorporate generative AI for increased process efficiency.

Introducing the SQL AI Assistant:Create, Edit, Explain, Optimize, and Fix Any Query

Imagine you’ve just started a new job working as a business analyst. You’ve been given a new burning business question that needs an immediate answer. How long would it take you to find the data you need to even begin to come up with a data-driven response? Imagine how many iterations of query writing you’d have to go through. In this scenario, you also have reports that need updating as well. Those contain some of the biggest hair-ball queries you’ve ever seen.

Exploring the Multitasking Capabilities of #ChatGPT and #AI! | Raju Kandaswamy | #SoftwareTesting

Dive into the captivating world of ChatGPT, where Raju unravels the magic of this multitasking marvel. Discover how ChatGPT's versatility shines as it effortlessly tackles myriad tasks, mirroring human intelligence's expansive capabilities. 🌟 Key Highlights.

Announcing Cloudera's Enterprise Artificial Intelligence Partnership Ecosystem

Cloudera is launching and expanding partnerships to create a new enterprise artificial intelligence “AI” ecosystem. Businesses increasingly recognize AI solutions as critical differentiators in competitive markets and are ready to invest heavily to streamline their operations, improve customer experiences, and boost top-line growth.

How to Use AI for Customer Service

Customer service is an art—and a science. It isn’t just a transactional function. It's also a relationship building activity that’s deeply tied to physiological responses in our brains. And the stakes are high: these interactions shape the neural architecture of customer loyalty. So can you use AI for customer service? Let’s explore that question.

Unlock the New Wave of Gen AI With Snowpark Container Services GPU-Powered Compute

The rise of generative AI (gen AI) is inspiring organizations to envision a future in which AI is integrated into all aspects of their operations for a more human, personalized and efficient customer experience. However, getting the required compute infrastructure into place, particularly GPUs for large language models (LLMs), is a real challenge. Accessing the necessary resources from cloud providers demands careful planning and up to month-long wait times due to the high demand for GPUs.

Establishing A Framework For Effective Adoption and Deployment of Generative AI Within Your Organization

Adopting and deploying Generative AI within your organization is pivotal to driving innovation and outsmarting the competition while at the same time, creating efficiency, productivity, and sustainable growth. Acknowledging that AI adoption is not a one-size-fits-all process, each organization will have its unique set of use cases, challenges, objectives, and resources.

Unlock the Power of Data with AI, Machine Learning & Automation - Do More With Qlik - Episode 48

Explore the transformative potential of Qlik Cloud, featuring advanced AI capabilities, seamless automation integration, and robust Machine Learning for enhanced predictability. Join Rocco Pecroa and Mike Tarallo from Qlik as they uncover how Qlik Cloud can revolutionize the data analysis process, providing a new way for analysts to engage with their data.

Optimizing the Value of AI Solutions for the Public Sector

Without a doubt, 2023 has shaped up to be generative AI’s breakout year. Less than 12 months after the introduction of generative AI large language models such as ChatGPT and PaLM, image generators like Dall-E, Midjourney, and Stable Diffusion, and code generation tools like OpenAI Codex and GitHub CoPilot, organizations across every industry, including government, are beginning to leverage generative AI regularly to increase creativity and productivity.

Top 10 Use Cases for Generative AI Within the Banking and Payment Industry

ChatGPT was synonymous with Generative AI some time back, prompting me to explore its impact on the payments industry in a previous blog. However, it’s crucial to acknowledge that Generative AI is the encompassing circle in the Venn diagram, with ChatGPT being one of the circles nested within it. Today, let’s delve into the broader perspective of how Generative AI is poised to revolutionize the payments landscape.

Unleashing Generative AI Across the Software Lifecycle

Businesses are starting to use generative AI more and more as a result of the fast development of AI. Automating software testing is only one example of how generative AI is improving efficiency and reducing costs. Here I'll go over several ways generative AI may speed up the software development process and automate software testing.

How to Increase Your Productivity Using #GenerativeAI Technology | Raju Kandaswamy | #productivity

In this enlightening video, discover the transformative potential of GPT and Generative AI as empowering technologies accessible to all, regardless of technical expertise. Raju emphasizes the user-friendly nature of this technology, dispelling the myth that one needs to be a tech enthusiast to leverage its capabilities. 🔍 Key Insights Covered.

The Three Essentials to Get to Responsible AI

The excitement (and drama) around AI continues to escalate. Why? Because the stakes are high. The race for competitive advantage by applying AI to new use cases is on! The launch of generative AI last year added fuel to the fire, and for good reason. Whereas the existing portfolio of AI tools had targeted the more technically minded like data scientists and engineers, new tools like ChatGPT handed the keys to the kingdom to anyone who could type a question.

End the Data Entry Nightmare with AI Document Analysis

Not long after graduating college, in the late 2010s, I had a data analysis job that scarred me for life. It involved reading through hundreds of documents—some of them handwritten—and meticulously, painstakingly entering data into spreadsheets. Who among us hasn’t been scarred by a similar experience? I remember thinking, as I spent mindless hours copy-pasting rows of text from one screen to another, that there had to be a better way. Mercifully, there is.

The Next Chapter: 2024 Technology Trends Reshaping Our Digital Landscape

Since the release of ChatGPT last year, generative artificial intelligence has dominated headlines, conferences, and even my own workplace conversations. It’s been incredible to see how AI technology has so quickly changed workflows and the focus of companies. I’ve spent almost two decades working in tech, with 15 years of full stack developer experience.

AI Healthbots: Transforming Patient Care in the Digital Era

Following the popularity of ChatGPT, AI (Artificial Intelligence) chatbots have become a trend in various fields. The application of these chatbots for organizations to provide immediate and accurate solutions is limitless. One such field is healthcare, where these health bots would play a vital role in helping patients by providing real-time virtual assistance whenever and wherever needed.

Predictions: The Cybersecurity Challenges of AI

Our recently released predictions report includes a number of important considerations about the likely trajectory of cybercrime in the coming years, and the strategies and tactics that will evolve in response. Every year, the story is “Attackers are getting more sophisticated, and defenders have to keep up.” As we enter a new era of advanced AI technology, we identify some surprising wrinkles to that perennial trend.

Dispelling the Hype of AI Process Automation: Appian Government 2023 Keynote

Discussions about AI could be heard throughout the 7th annual Appian Government event, held November 29, 2023 at Capital One Hall in Tysons, Virginia. At breakfast, a customer sitting next to me mentioned how he’s looking forward to hearing how AI can help mine his historical data. “And securely,” another added. In a lunchtime conversation, yet another customer told me about the productive meeting they had with Appian on incorporating AI into their processes.

Experience the Best of Gemini AI Directly From Keboola

Google Gemini is the latest generative AI sensation and it’s now available in Keboola, our self-service data operations platform. This integration marks the next step for AI-powered data processing and unlocks new opportunities for Keboola users, language model enthusiasts, data scientists, application builders, and data engineers. But this is just the start.

Getting Started with Gen AI in Insurance: Benefits and Use Cases

In 2023, generative AI took the spotlight, emerging as the most talked-about technology of the year. This content creating powerhouse can do everything from text, image, and video generation to answering questions through natural language queries. And its potential uses are vast. While many industries are still in the experimental phase, the insurance sector is poised to benefit significantly from the integration of artificial intelligence into its ecosystem.

Will #AI Take Over Software Testing Jobs? | Vikas Mittal | #softwaretesting #chatgpt #aiandjobs

Join Vikas Mittal in a thought-provoking session as he delves into the question looming over the testing community—will AI take away a tester's job? In this talk, Vikas explores the impact of AI on testing roles, examining the potential challenges and opportunities. Gain valuable insights into how AI is reshaping the testing landscape and what it means for testers. Whether you're a testing professional curious about the future or an AI enthusiast interested in its applications, this session offers a nuanced perspective on the evolving intersection of AI and testing roles.

My Top 5 Data Moments for 2023

Data has had quite the year, hasn’t it? I have worked in the data and analytics space more years than I would like to admit, but I can honestly say that it’s been one of the most exciting, wild rides in recent memory. Qlik has been along for that ride, and brought quite a bit of excitement all on its own. So I thought I would recap the five moments that really stand out for me from the world of data… and Qlik in 2023. But, hang on.

Enhancing Customer Service with Generative AI in Core Banking Systems

Customer services now constitute one of the key distinguishing factors of banks in an ever-changing environment. With increasing customer requirements, banks must adopt and incorporate novel technological methods to provide customized services. A very promising technology in this regard is generative AI. Generative AI in core banking systems will enable banks to transform their customer services by increasing efficiencies and building meaningful customer relationships.

Using ClearML and MONAI for Deep Learning in Healthcare

This tutorial shows how to use ClearML to manage MONAI experiments. Originating from a project co-founded by NVIDIA, MONAI stands for Medical Open Network for AI. It is a domain-specific open-source PyTorch-based framework for deep learning in healthcare imaging. This blog shares how to use the ClearML handlers in conjunction with the MONAI Toolkit. To view our code example, visit our GitHub page.

Understanding the Limitations of AI: How to Tackle Them? | Raju Kandaswamy #shorts #ai

In this video, Raju explores certain segments where AI faces challenges, shedding light on instances that circulated on social media. There's a revelation about AI's struggle with single-shot answers, a phenomenon that once garnered much attention and even bragging rights.

Test Automation in the AI Era: Embracing Change to Stay Ahead

In the ever-evolving landscape of software testing, the advent of Artificial Intelligence (AI) has not just been a game-changer; it’s been a paradigm shift. Test automation, once a static process, has metamorphosed into a dynamic and intelligent entity, reshaping how we approach quality assurance.

Unlocking Snowflake: Scale your data cloud efficiently with purpose-built AI

See what’s new for Snowflake and how you can take advantage of the latest innovation from Unravel to better manage your data cloud costs. Data analytics and AI enables organizations to transform their industries with innovative new products, faster business insights, and break-away technologies that help them outperform competitors.

Learn How to Write Effective #ChatGPT Prompts (in just 5 minutes)! | Raju Kandaswamy #GenerativeAI

In this video, Raju Kandaswamy unveils the art of crafting effective ChatGPT prompts using the RRR framework—Role, Rule, and Response. As ChatGPT continues to reshape interactions in various domains, understanding how to structure prompts becomes crucial for optimal results.

Snowflake Presents NetworkGenie: Revolutionizing Telecom with Generative AI

Exciting news from Snowflake! We're proud to introduce NetworkGenie, a revolutionary Generative AI tool set to transform telecom service and network management. With NetworkGenie, tackling complex telecom operations becomes a lot easier. This innovation, developed in collaboration with Amazon Web Services (AWS) and DigitalRoute, streamlines processes, accelerates troubleshooting, and enhances customer experience. Embrace the future with NetworkGenie, where efficiency and innovation meet to redefine telecommunications. Welcome to a smarter, more connected world.

Embracing the future: The Rise of AI in Software Engineering

New, game-changing technologies have emerged in the ever-changing field of software engineering as a result of the relentless search for efficiency and creativity. Platform engineering, AI coding assistants, and AI-augmented software engineering (AIASE) are predicted to achieve widespread acceptance in the next 2-5 years, according to the Gartner, Inc. Hype Cycle for Software Engineering, 2023. When it comes to Quality Assurance, software testing is one area where Chat GPT is predicted to thrive.

Leveraging Unreal Engine Artificial Intelligence

Artificial Intelligence is changing the gaming industry as we know it – empowering AAA studios, indie developers, and hobbyists alike with the tools to create projects that would have previously required a massive amount of time and resources. In particular, Unreal Engine artificial intelligence tools have made noteworthy advancements.

Building Trust in Public Sector AI Starts with Trusting Your Data

In recent years, governments across the globe have recognized the transformative potential of artificial intelligence (AI) and have embarked on initiatives to harness this technology to drive innovation and serve their citizens more effectively. These government-led efforts have had a profound impact on the development and adoption of AI solutions in the public sector, paving the way for a future where data-driven decision-making and automation are the norm.

Democratizing AI with Open Source | Apache Con - Community Over Code - Keynote 2023 | Charu Anchlia

How do Open Source contributions to datasets, models, and tools foster AI adoption - both in enterprises as well as organizations focused on social good? Charu Anchlia, Enterprise AI Architect at Cloudera, presents a keynote at ApacheCon 2023 focusing on the future of democratized AI fueled by open source communities. To learn more about Cloudera visit cloudera.com.

Ready, Set, Grow AI Apps

Commercializing an AI-based product requires turning technology into a marketable product, navigating challenges from development to market entry. Appealing to enterprise buyers is crucial for sustainable, continuous growth, as their interest not only validates your product’s value but also lays the foundation for long-term success and scalability. More specifically, the larger the businesses of your potential customers are, the more of a monopoly your product likely has in the market.

What Is Product-Led Growth and Why Is It Critical for AI Dev Tool Companies?

The misconception that product led growth implies a business neglects sales couldn’t be further from the truth. In reality, product led growth (PLG) involves integrating sales later in the customer journey, placing the purchasing power back in the hands of your users. This self-service approach is highly effective, especially when paired with insightful user data to streamline and target growth. For AI-centric companies, this product-led strategy serves as a fundamental pillar for success.