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
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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
Enriching Customer Service Using Sentiment Analysis
As this century progresses, businesses are discovering that the most incredible way to gain the best customer service is to know them deeply. With AI… Read More »Enriching Customer Service Using Sentiment Analysis
15 Data Issues and How to Fix Them
How to fix various data issues in a few simple steps? In this first part, I discuss missing, outdated and unobserved data, data that is… Read More »15 Data Issues and How to Fix Them
Databricks open sourcing delta lake is good news for AI
Last week, Databricks open sourced all of Delta Lake (Delta Lake 2.0) to the Linux Foundation. There is also a new release of MLflow (MLflow… Read More »Databricks open sourcing delta lake is good news for AI
Comparative analysis of an Intel and AMD Processor
The need of a highly functional and fast processing Central Processing Unit (CPU) in today’s world is not just mostly desired, but also mostly required… Read More »Comparative analysis of an Intel and AMD Processor
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
Why GPUs Are Flourishing in the Data Center
Digital transformation is driving all kinds of changes in enterprises, including the growing use of AI. Though AI and data centers have existed for decades,… Read More »Why GPUs Are Flourishing in the Data Center
Who Benefits from AI Writers?
When it comes to writing, there are many different types of writers. Some write for pleasure, some write to inform, and some write to sell. But what happens when the work needs to be done, and there just isn’t enough time or freelance writers to go around?
Usability of Text Annotation in Machine Learning
Text annotations provide models with a better understanding of the data they are given, allowing them to interpret the text more accurately.
Watching the Shift Towards More Symbolic AGI
For a long time, Gary Marcus was a lonely voice in favour of symbolic(more specifically hybrid) AI models Recent events seem to have emboldened his… Read More »Watching the Shift Towards More Symbolic AGI
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
DSC Webinar Series – Bringing AI to your marketing stack – fireside chat with Chee Chew and Alex Holub.mp4
AI has changed the landscape of what is possible for marketers, and in this webinar you will learn how to harness that power. From creating… Read More »DSC Webinar Series – Bringing AI to your marketing stack – fireside chat with Chee Chew and Alex Holub.mp4
Imaging the Web With Scalable Vector Graphics
SVG is an example of one of the more powerful technologies on the web that is likely completely invisible to you, whether you’re simply browsing on the web or you’re a web developer wanting to take advantage of your full toolset.
DSC Webinar Series: Developing, Deploying and Managing Models at Scale
When it comes to data and analytics investments, organizations are looking to achieve better and faster decisions. Data science/IT teams need to effectively collaborate to… Read More »DSC Webinar Series: Developing, Deploying and Managing Models at Scale
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
Introduction to Data Visualization in Python
Having tabular data can make it challenging to comprehend your data when working with it genuinely. Visualizing data or representing it in a pictorial form will enable us to understand better what the information means and how to clean and use it. Tables and CSV files can’t reveal patterns, correlations, or trends, but graphs can.
How Data Visualization is Essential for the Banking and Finance Sector
Representation of data using graphics such as charts, plots, infographics, heat maps, bubble clouds, scatter plots, mekko charts, animation, etc., is termed data visualization. Such visual displays and representation of information help communicate complex data relationships and data-driven insights in a way that makes it easy to understand and base decisions on.
Cloud Computing Services, Features and Benefits
Cloud computing services have grown in popularity significantly over the years. Many sectors are moving to cloud computing services for business operations. Cloud computing enables businesses to store, manage, and process essential data using remote servers hosted on the internet.
Need a Fast, Safe & Flexible App? Go for Cloud-Based Mobile Apps
Are you afraid of the security and the safety of the apps? If yes! Then let me tell you that this is a common concern as everyone as everyone is looking for a fast, safe, and flexible app as security is the major concern that comes in mind of startups or entrepreneurs.
How Accounting Is Moving to the Cloud
Cloud computing is a great euphemism for centralization of computer services under one server. – Evgeny Morozov Accounting, also popularly known as bookkeeping, is a… Read More »How Accounting Is Moving to the Cloud
How exactly do you define Artificial Intelligence(AI)?
How exactly do you define Artificial Intelligence(AI)? This looks like a back to basics/ back to school question – but the answer is not that… Read More »How exactly do you define Artificial Intelligence(AI)?
Approach to AGI: how can a “synthetic being” learn?
Three inspirational articles from Nikko Ström about Symbolic AI [1], Melanie Mitchell about AI-based Understanding [2] and Yoshua Bengio about the Conscious Prior [3], have… Read More »Approach to AGI: how can a “synthetic being” learn?
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
VM backup with Hyper-V Changed Block Tracking (CBT)
When it comes to backup efficiency and copying only the needed data between a full backup and any incremental backups, changed block tracking technology is… Read More »VM backup with Hyper-V Changed Block Tracking (CBT)
The Four Golden Signals of Kubernetes
As a globally-used system with millions of developers employing it as their primary building environment, Kubernetes is one of the most well-known tools for container management in the world.
Cloud Computing Services, Features and Benefits
Cloud computing services have grown in popularity significantly over the years. Many sectors are moving to cloud computing services for business operations. Cloud computing enables businesses to store, manage, and process essential data using remote servers hosted on the internet.
Social Media Sentiment Analysis Using Twitter Datasets
Several hundreds of thousands of raw data files are uploaded by users every day to social media sites. Online user data provides access to an enormous amount of information regarding products, services, places, and events, which makes it suitable for sentiment analysis. Valuable information can be extracted by analyzing the sentiment of the data.
Challenges to Successful AI Implementation in Healthcare
Artificial intelligence (AI) and machine learning (ML) have received widespread interest in recent years due to their potential to set new paradigms in healthcare delivery. It is being said that machine learning will transform many aspects of healthcare delivery, and radiology & pathology are among the specialties set to be among the first to take advantage of this technology.
Cloud Computing Services, Features and Benefits
Cloud computing services have grown in popularity significantly over the years. Many sectors are moving to cloud computing services for business operations. Cloud computing enables businesses to store, manage, and process essential data using remote servers hosted on the internet.
Social Media Sentiment Analysis Using Twitter Datasets
Several hundreds of thousands of raw data files are uploaded by users every day to social media sites. Online user data provides access to an enormous amount of information regarding products, services, places, and events, which makes it suitable for sentiment analysis. Valuable information can be extracted by analyzing the sentiment of the data.
Cybersecurity Measures Can Protect Windows Devices From Venus Ransomware
Venus ransomware has been active since August 2022. The attack campaign targets Remote Desktop services. Which cybersecurity measures should you take to stay safe?
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
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
15 Data Issues and How to Fix Them – Second Part
In the first part here, I discussed missing, outdated and unobserved data, data that is costly to produce, as well as dirty, unbalanced and unstructured… Read More »15 Data Issues and How to Fix Them – Second Part
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: 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
Cloud Computing Services, Features and Benefits
Cloud computing services have grown in popularity significantly over the years. Many sectors are moving to cloud computing services for business operations. Cloud computing enables businesses to store, manage, and process essential data using remote servers hosted on the internet.
AI Enable Wearable Devices: The Next Layer of IoT and Machine Learning
Wearable devices are gadgets that can comfortably be worn on a body. These devices have intelligent sensors connected to the internet for collecting data. The… Read More »AI Enable Wearable Devices: The Next Layer of IoT and Machine Learning
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.
One Big Graph and the Interorganization
I’m using the term web3 in a hopeful way with an expansive definition in mind, one that’s not familiar to most people. When I mention web3, it’d be good if you could put aside the associations with cryptocurrency, blockchain, and an endless, speculation-driven hype cycle for a moment.
The Four Principles of Semantic Parsing
If a parser exists for identifying components within a block of text (a sequence of characters), then that text is structured.
Allegrograph: From Lisp to SHACL
This is an interview with Dr. Jans Aasman, CEO of Franz, Inc. and designer of the Allegrograph knowledge graph engine. In this interview, we cover everything from the role of Lisp (and Lispers), the versatility of RDF hypergraphs, the value of Allegrograph, and the future of artificial intelligence, machine learning and inferential logic in the graph space.
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
Annotation Strategies for Computer Vision Training Data
It is well known that data science teams dedicate significant time and resources to developing and managing training data for AI and machine learning models… Read More »Annotation Strategies for Computer Vision Training Data
The Business Analysis Benefits and Limitation Of AI and Synthetic Data
Enterprises increasingly deploy machine learning models to analyze corporate data that informs vital business issues.
Low-code AI Development Could Be a Good Strategy for SMBs
Low code development is getting a lot of traction. Low code platform development provides a more accessible (and typically a graphical) interface for developing applications.
18 Differences Between Good and Great Data Scientists
If you are employed as a data scientist and have survived (or strived!) in your position for more than a year, chances are you are… Read More »18 Differences Between Good and Great Data Scientists
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
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
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
Magic bullet intelligent process automation, NLP edition
Natural language processing (NLP) has been around at least since the early 1980s, under various names. Back then, I remember machine translations of Russian language… Read More »Magic bullet intelligent process automation, NLP edition
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
AlphaTensor and Its Implications for AI, Reinforcement Learning, and Science
The issue is not just the actual multiplication but the fastest method to perform the multiplication. The speeding up of matrix multiplication calculations has a high impact because matrix multiplication is a part of many applications – especially in deep learning and image processing.
Video: Introduction to Machine Learning
This 30 minutes video features my interview about the upcoming course “Intuitive Machine Learning”, based on my new book with the same title. Hosted by… Read More »Video: Introduction to Machine Learning
Technical Debt In Machine Learning System – A Model Driven Perspective
The aphorism acknowledges that models of our knowledge always fall short of the complexities of reality but can still be useful nonetheless. With this model background, let us delve into this article focusing on specific technical debt in Machine Learning System development.
VM backup with Hyper-V Changed Block Tracking (CBT)
When it comes to backup efficiency and copying only the needed data between a full backup and any incremental backups, changed block tracking technology is… Read More »VM backup with Hyper-V Changed Block Tracking (CBT)
How to Make Black-box Systems more Transparent
This article is intended to users relying on machine learning solutions offered by third party vendors. It applies to platforms, dashboards, traditional software, or even external pieces of code that are too time consuming to modify. One of the goals is to turn such systems into explainable AI.
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.
Metaverse: How Businesses Plan to Capture Real Value
Hardly any marketer has not warmed up the metaverse hype. Has been equally hard to find someone who fully understands the implications of the expanding… Read More »Metaverse: How Businesses Plan to Capture Real Value
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