Trends Towards 2022
It’s the last week of the year. The gifts have been opened (well, the ones that aren’t currently still sitting in a dock in Los… Read More »Trends Towards 2022
Home » Technical Topics
Technical Topics
The Technical Topics section covers deep, specialized knowledge of the technical aspects of data science.
6 Steps to Get the Best Out of Your RPA Implementation
Over the last couple of years, there has been a lot of hype around robotic process automation. This makes a lot of sense if you… Read More »6 Steps to Get the Best Out of Your RPA Implementation
Digital Transformation in Manufacturing
Manufacturing companies have traditionally been slow to react to the advent of digital technologies like intelligent robots, drones, sensor technology,artificial intelligence, nanotechnology & 3d Printing.… Read More »Digital Transformation in Manufacturing
Ten reasons organizations pay more in data integration tax every year
Photo by Ernesto Andrade on Flickr Gartner’s April 2024 IT forecast estimated 8 percent growth from 2023 to 2024, forecasting $5.06 trillion in spending worldwide… Read More »Ten reasons organizations pay more in data integration tax every year
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Gen AI’s memory wall
Some takeways after MEMCON 2024 Image by jeonsango on Pixabay During an interview by Brian Calvert for a March 2024 piece in Vox, climate lead… Read More »Gen AI’s memory wall
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Retrieval augmented fine-tuning and data integrations
Presentation and discussion with Suman Aluru and Caleb Stevens In the latest episode of the “AI Think Tank Podcast,” I had the pleasure of hosting… Read More »Retrieval augmented fine-tuning and data integrations
Image Annotation Overview 2022
One of the most important jobs in computer vision is image annotation. Computer vision essentially aims to give machine eyes — the capacity to perceive and comprehend the world — through various applications.
NERFs To Make 3D As Simple As Shooting a Video
Gaming, creating CGI movies, building shared worlds, and creating digital twins are exciting in principle, but the complexity of building 3D models usually serves to… Read More »NERFs To Make 3D As Simple As Shooting a Video
Marketing Intelligence & Analytics Platform with Data Visualization Features
Today Marketers play the role of advanced and technical matchmakers as their job is to match their target consumers with the products and solutions that… Read More »Marketing Intelligence & Analytics Platform with Data Visualization Features
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Retrieval augmented fine-tuning and data integrations
Presentation and discussion with Suman Aluru and Caleb Stevens In the latest episode of the “AI Think Tank Podcast,” I had the pleasure of hosting… Read More »Retrieval augmented fine-tuning and data integrations
7 GenAI & ML Concepts Explained in 1-Min Data Videos
Not your typical videos: it’s not someone talking, it’s the data itself that “talks”. More precisely, data animations that serve as 60-seconds tutorials. I selected… Read More »7 GenAI & ML Concepts Explained in 1-Min Data Videos
New Book: Practical GenAI and Machine Learning – Projects and Datasets
This book is for participants in my AI and machine learning certification program. However, it is now free and available to everyone. With tutorials, enterprise-grade… Read More »New Book: Practical GenAI and Machine Learning – Projects and Datasets
30 Python Libraries that I Often Use
This list covers well-known as well as specialized libraries that I use rather frequently. Applications include GenAI, data animations, LLM, synthetic data generation and evaluation,… Read More »30 Python Libraries that I Often Use
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Retrieval augmented fine-tuning and data integrations
Presentation and discussion with Suman Aluru and Caleb Stevens In the latest episode of the “AI Think Tank Podcast,” I had the pleasure of hosting… Read More »Retrieval augmented fine-tuning and data integrations
Understanding the influence of cloud computing and generative AI for digital business transformation
Businesses in today’s technologically driven world face many obstacles to success and competition. Key problems in this digital landscape include managing constantly growing amounts of… Read More »Understanding the influence of cloud computing and generative AI for digital business transformation
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Retrieval augmented fine-tuning and data integrations
Presentation and discussion with Suman Aluru and Caleb Stevens In the latest episode of the “AI Think Tank Podcast,” I had the pleasure of hosting… Read More »Retrieval augmented fine-tuning and data integrations
1, Data Sentience: 0, Digital Consciousness
The conjecture of consciousness for generative AI is not of its equality to human consciousness. It one of data storage, where, in comparison to human… Read More »1, Data Sentience: 0, Digital Consciousness
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
DSC Webinar Series – Best Practices for Adopting Containers within your MLOps Process.mp4
With the release of SAS Container Runtime (SCR), organizations can execute models and decisions outside of SAS using standard technologies. Containerized deployments are lightweight to… Read More »DSC Webinar Series – Best Practices for Adopting Containers within your MLOps Process.mp4
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Metadata management in data lakes
Metadata management is critical to data lake architecture, ensuring that data is well-organized, easily discoverable, and effectively utilized. As data lakes store vast amounts of… Read More »Metadata management in data lakes
How long does it take to master data engineering?
Data engineers are professionals who specialize in designing, implementing, and managing the systems and processes that transform raw data into usable and trusted information. They… Read More »How long does it take to master data engineering?
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Implementing AI in K-12 education
Roundtable Discussion with Rebecca Bultsma and Ahmad Jawad In the latest episode of the AI Think Tank Podcast, we ventured into the rapidly evolving intersection… Read More »Implementing AI in K-12 education
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Retrieval augmented fine-tuning and data integrations
Presentation and discussion with Suman Aluru and Caleb Stevens In the latest episode of the “AI Think Tank Podcast,” I had the pleasure of hosting… Read More »Retrieval augmented fine-tuning and data integrations
Data modeling techniques in modern data warehouse
Hello, data enthusiast! In this article let’s discuss “Data Modelling” right from the traditional and classical ways and aligning to today’s digital way, especially for… Read More »Data modeling techniques in modern data warehouse
How Knowledge Management Can Reshape Business Operations
Knowledge management is refactoring the way that organizations work.
Amazon Sparrow represents the future of automation and robotics
Goods-to-Person (G2P) is a warehouse technology that delivers the correct item to the right Operator or workstation at the right time. Amazon has been at… Read More »Amazon Sparrow represents the future of automation and robotics
Drone-based IoT Connect Smart Islands
As an application domain for IoT, smart cities initially showed promise but have struggled over the last decade. However, Smart islands (instead of smart cities) may be good for the success of the Internet of Things.
Tesla’s Optimus: Humanoid robots before autonomous cars?
At first impression, humanoid robots do not have much in common with autonomous cars. But both are autonomous devices. Hence, lessons learned in creating autonomous cars could be applied to developing autonomous robots.
New Book: Practical GenAI and Machine Learning – Projects and Datasets
This book is for participants in my AI and machine learning certification program. However, it is now free and available to everyone. With tutorials, enterprise-grade… Read More »New Book: Practical GenAI and Machine Learning – Projects and Datasets
30 Python Libraries that I Often Use
This list covers well-known as well as specialized libraries that I use rather frequently. Applications include GenAI, data animations, LLM, synthetic data generation and evaluation,… Read More »30 Python Libraries that I Often Use
New Book: Synthetic Data – Generation and Applications
Synthetic data is used more and more to augment real-life datasets. It enriches them and allow black-box systems to correctly classify observations or predict values… Read More »New Book: Synthetic Data – Generation and Applications
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Revolutionizing business: A look at generative AI’s real-world impact
This cutting-edge area of AI focuses on building models that can create original material, including music, images, text, and even entire virtual worlds.
Increase efficiency of manufacturing operations with IoT solutions
In an age where efficiency is king, manufacturing firms are in a constant race to outshine their competition. Imagine if you could boost productivity, slash… Read More »Increase efficiency of manufacturing operations with IoT solutions
Ten reasons organizations pay more in data integration tax every year
Photo by Ernesto Andrade on Flickr Gartner’s April 2024 IT forecast estimated 8 percent growth from 2023 to 2024, forecasting $5.06 trillion in spending worldwide… Read More »Ten reasons organizations pay more in data integration tax every year
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
7 Cool Technical GenAI & LLM Job Interview Questions
This is not a repository of traditional questions that you can find everywhere on the Internet. Instead, it is a short selection of problems that… Read More »7 Cool Technical GenAI & LLM Job Interview Questions
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
7 Cool Technical GenAI & LLM Job Interview Questions
This is not a repository of traditional questions that you can find everywhere on the Internet. Instead, it is a short selection of problems that… Read More »7 Cool Technical GenAI & LLM Job Interview Questions
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
The road to democratized AI with Kwaai
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Custom Software Development for No-Code Tool Email Design
Introduction The fast-paced digital world requires effective and user-friendly software solutions more than ever. Custom software development is changing business communication, especially email design. This… Read More »Custom Software Development for No-Code Tool Email Design
The impact of quantum computing on data science
The collaboration of data science and quantum computing appears as a new milestone in the future of data science, despite the quick progress that has… Read More »The impact of quantum computing on data science
The impacts of quantum computing on the future of data science
Key takeaways In an era marked by exponential technological advancements, the convergence of quantum computing and data science is a pivotal point of transformation. The… Read More »The impacts of quantum computing on the future of data science
Atom Computing Tech Perspectives: 2022 Quantum Computing Tech Predictions
Quantum computing gained a lot of attention and headlines in 2021 with companies, like ours, making big bets on this paradigm-shifting technology. While quantum computing… Read More »Atom Computing Tech Perspectives: 2022 Quantum Computing Tech Predictions
Role of AI in Web3: Ensuring seamless content moderation for dating websites
As Web3 evolves and transforms into a more decentralized and user-centric ecosystem, the role of artificial intelligence or AI cannot be understated. By leveraging its… Read More »Role of AI in Web3: Ensuring seamless content moderation for dating websites
An Overview of Top Trends in Accounting
The role of technology in accounting is rapidly changing the face of this field in many ways. From chatbots to actively handling the management accountants, from facing the enhanced regulations and demands from clients to well-management of time-consumed works, day-to-day tasks and processes of accounting the machines can do or streamline will help the professionals speed up their work.
How to Automate Data Cleaning, in a Nutshell
Data scientists spend 80% of their time on data cleaning and exploratory analysis. What if you could automate most of this? What if data scientists… Read More »How to Automate Data Cleaning, in a Nutshell
A neurosymbolic AI approach to learning + reasoning
Image by 10302144 from Pixabay Eric Baum in his book What Is Thinking? defines understanding as “a compressed representation of the world.” Another word for… Read More »A neurosymbolic AI approach to learning + reasoning
Digital twins, interoperability and FAIR model-driven development
Image by Cathrin2014 from Pixabay In July 2023, Teresa Tung, managing director and cloud-first chief technologist at Accenture, gave a Factory of the Future talk… Read More »Digital twins, interoperability and FAIR model-driven development
New Book: Statistical Optimization for GenAI and Machine Learning
In the last two years, I published 5 machine learning and AI books, including one on synthetic data by Elsevier. This represents over 800 pages… Read More »New Book: Statistical Optimization for GenAI and Machine Learning
Cybersecurity practices and AI deployments
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Retrieval augmented fine-tuning and data integrations
Presentation and discussion with Suman Aluru and Caleb Stevens In the latest episode of the “AI Think Tank Podcast,” I had the pleasure of hosting… Read More »Retrieval augmented fine-tuning and data integrations
Gen AI’s memory wall
Some takeways after MEMCON 2024 Image by jeonsango on Pixabay During an interview by Brian Calvert for a March 2024 piece in Vox, climate lead… Read More »Gen AI’s memory wall
Revolutionizing business: A look at generative AI’s real-world impact
This cutting-edge area of AI focuses on building models that can create original material, including music, images, text, and even entire virtual worlds.
The music of the Riemann Hypothesis: Sound Generation in Python
Not long ago, I published an article entitled “The Sound that Data Makes”. The goal was turning data — random noise in this case —… Read More »The music of the Riemann Hypothesis: Sound Generation in Python
The MPAI-AIF V2 Call for Technologies
Moving Picture, Audio, and Data Coding by Artificial Intelligence (MPAI), an international unaffiliated not-for-profit organization, develops AI-based Data Coding standards with associated clear licensing frameworks.