TDWI

TDWI, which means Transforming Data With Intelligence, offers comprehensive and unbiased training on the latest trends in data and analytics.

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Articles

Curb Your Hallucination: Open Source Vector Search for AI

Oct 18, 2024 | tdwi.org | Ben Bromhead

Here’s why vector search is increasingly critical to AI success, and how open source can fit into that equation. AI hallucination is a mortal threat to AI-powered applications, and vector search capabilities are an increasingly critical asset as enterprises strive to meet fast-moving AI objectives. Ok, well maybe not as mortal of a threat as mass misinformation, increase in energy and water consumption, deepfakes, and, if you buy into it…our impending doom due to AGI.
Is Your Data AI-Ready?

Jul 31, 2024 | tdwi.org | John Peluso

The path to AI-driven innovation is paved with data readiness. These three indicators provide a quick data readiness assessment. The promise of artificial intelligence (AI) to transform business operations has generated great enthusiasm from organizations across industries. Yet, despite the widespread adoption of AI—with 74% of organizations now leveraging it in some capacity—a staggering 95% have encountered roadblocks during implementation.
Artificial Intelligence Versus the Data Engineer

Jul 23, 2024 | tdwi.org | Ed Thompson

Does generative AI change the role of the data engineer? As the demand for AI skyrockets, so does the demand for data and data engineering. Every decade or so there has been a technology that drives a tectonic shift in the way we work, the way we live, and the way we play. Some fads have been and gone (Web3 anyone?); however generative AI has the potential to be one of those paradigm-shifting technologies, not least for the data engineering world.
Tackling Information Overload in the Age of AI

Jun 6, 2024 | tdwi.org | Chandini Jain

Agile decision-making is often hampered by the volume and complexity of unstructured data. That’s where AI can help. In 2022, the U.S. Congress passed the Inflation Reduction Act (IRA), which allocated billions in investment to clean energy. This set off a race among private equity and credit firms to identify potential beneficiaries -- the companies throughout the clean energy supply chain that may need additional capital to take advantage of the new opportunities the IRA would create.
Unlocking Real-Time Insights: Overcoming the Challenges of Streaming Data

May 12, 2024 | tdwi.org | Christina Lin

Streaming data is essential to create a living data stack where everything updates automatically, but there can be multiple layers of complexity to work through. Use of streaming data architectures is growing as businesses look for real-time insights and automation that can keep up with business today. Apache estimates that over 80 percent of Fortune 100 companies use Apache Kafka.
What Generative AI Means for Data Jobs

May 6, 2024 | tdwi.org | Jignesh Patel

The technology-will-steal-your-job narrative has been around for at least 200 years. Some roles do disappear, but most simply evolve, adapt, and merge. The perennial question in every computing job is how long it will exist. Whether they say it openly or not, companies that invest in automation, robotics, and AI intend to replace human labor hours with inexpensive machine labor.
Is a Semantic Data Plane the Answer to Poor Data Management?

Apr 22, 2024 | tdwi.org | Bharti Patel

With so many obstacles to a successful data management strategy, can a semantic data plane make a difference? In spite of -- or perhaps because of -- the decades-long shift to hybrid computing and distributed cloud architectures, the jaw-dropping hardware and software improvements, and the breakneck pace of developments in generative AI, poor data management is still commonplace.
Data Security Posture Management in the Education Sector: What You Need to Know

Mar 25, 2024 | tdwi.org | Karthik Krishnan

Data security posture management is an approach that can help you secure sensitive data in the education sector -- or any industry that handles large amounts of personal data. Much like in the private sector, IT infrastructures in education have extended beyond the safety of institutions’ network and security systems.
How to Eliminate Data Silos in Start-Ups

Mar 18, 2024 | tdwi.org | Piyanka Jain

Navigating the challenges of data silos is paramount for start-ups aiming at seamless scalability. This guide draws inspiration from professional experience and case studies, offering start-up leaders a comprehensive step-by-step strategy to eliminate silos. As your start-up grows, the lurking challenge of data silos spells doom for seamless scalability. From stifling collaboration to slowing decision-making, silos can be considered, appropriately, the silent killer of innovation and growth.
How Generative AI and Data Management Can Augment Human Interaction with Data

Mar 6, 2024 | tdwi.org | Alberto Pan

With access to a broad sample of good-quality data and a thorough, disciplined tuning process, organizations will be better equipped to overcome the limitations of the current breed of generative AI functionality. Generative AI, thanks to natural language processing (NLP) capabilities and advances in large language models (LLMs), promises to transform content-creation and application development, as well as the very ways we interact with digital solutions and data.