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AI as a field, especially in the context of real-world applications, has been progressing at a rapid pace. This has been further accelerated by the onset of the COVID-19 pandemic. In fact, AI was found to be the most discussed technology in 2021. Having worked with numerous clients, big and small, in the integration of AI, here are 4 Business AI predictions in 2022 and beyond. #1 Many more “deployed” models In the recent past, businesses have had trouble operationalizing models and have not seen the value in many of their AI initiatives. In fact, Gartner’s research shows that only…

When it comes to software automation, many teams turn to AI as their potential answer. AI in the form of machine learning or NLP may be an excellent solution to a problem. But did you know that the best way to start AI initiatives is to start with no AI at all? This may seem counterintuitive, but there’s a simple reason for it. It’s because you may not be ready for AI as a solution. There could be several missing elements that’ll prevent you from seeing success with AI if pursued prematurely. When it comes to AI, it’s not far-fetched to say that several critical stars need to align to get results from initiatives from a usability perspective. Let’s look at…

Press enter or click to view image in full sizeAs the tech world buzzes with the unveiling of Apple Intelligence, expectations are soaring. The leap from iPhone to AI-Phone paints a picture of a future where our devices aren’t just tools but partners capable of anticipating our needs and actions. Yet, amidst this enthusiastic anticipation, it’s crucial to examine the potential pitfalls that might cause Apple Intelligence to fall short of these lofty expectations.Technological Overreach?The very ambition that makes Apple Intelligence seem revolutionary could also be its Achilles’ heel. Apple plans to seamlessly integrate advanced AI across its suite of…

We’ve all heard of sentiment analysis, but what exactly is it and what can it do for your brand, your business, and how can you get started with it? What is Sentiment Analysis? Sentiment analysis relates to analyzing content such as social media comments, customer feedback, employee feedback, and even facial expressions in images to render sentiment orientation. These sentiments can be as broad as just saying that the specific content is from a “detractor” or “promoter,” or it can be as detailed as listing out all the emotions within the content. Predicting fine-grained sentiment in images Predicting sentiment in text…

Press enter or click to view image in full sizeFor the next two weeks, you can save up to $400 on Tickets to the Chatbot Conference 2024.Whether you’re a returning attendee or new to our community, this is the perfect chance to experience the future of AI and chatbot technology at a discounted rate.Here’s What You Can Expect:Insightful Keynotes: Hear from pioneers and innovators who are shaping the world of conversational AI.Interactive Workshops: Dive into hands-on sessions where you’ll learn to design and build AI-Agent in 48hrs and earn a Certification.Networking Opportunities: Connect with top industry leaders and peers in…

Several years ago, a product manager at a tech company had a data collection problem: to scrape software security vulnerability data from multiple web sources, consolidate the vulnerabilities and store them in a database.As this was an automation problem relating to data, the product manager (PM) immediately concluded that this was a machine learning problem. The PM then “hired” the company’s data science team to build ML models to solve the problem.  The data science team agreed to the data collection task without making any promises on “models.” They realized that their attempts to educate the PM that this was…

Press enter or click to view image in full sizeThe cp command in Bash is used to copy files and directories from one location to another.Copy Command Syntax and ExplanationThe basic syntax of the cp command is:cp [OPTION]… SOURCE… DESTINATIONSOURCE: The file or directory you want to copy.DESTINATION: The location where you want to place the copied file or directory.OPTION: Optional flags that modify the behavior of the cp command.Commonly used options include:-r or -R: Recursively copy directories and their contents.-i: Prompt before overwriting an existing file.-u: Copy only when the SOURCE file is newer than the DESTINATION file or…

Of late, we’ve been hearing about Twitter bots in the news due to the whole saga of Elon Musk buying Twitter. One of the reasons the deal took so long to pan out was Musk’s concerns about the number of spam bots running rampant on the platform. While Musk believes that bots make up more than 20% of accounts on Twitter, Twitter states that the number of bots on its platform is marginal. So, what’s this Twitter bot thing? A Twitter bot is essentially a Twitter account controlled by software automation rather than an actual human. It is programmed to…

In this entry (Part 1) we’ll introduce the basic concepts for face recognition and search, and implement a basic working solution purely in Python. At the end of the article you will be able to run arbitrary face search on the fly, locally on your own images.In Part 2 we’ll scale the learning of Part 1, by using a vector database to optimize interfacing and querying.Face matching, embeddings and similarity metrics.The goal: find all instances of a given query face within a pool of images.Instead of limiting the search to exact matches only, we can relax the criteria by sorting…

“Stop using AI.” This is how Dr. Kavita Ganesan, an AI expert since 2005, begins her book The Business Case for AI. In a refreshingly direct tone, Ganesan goes on to deliver the news that, yes, you probably need to rethink your use of AI and, no, it does not need to be this difficult or this expensive. While AI is a necessary tool for businesses to remain competitive, many find themselves worried about the investment, and the consequences– what if I’m using AI to solve the wrong problems? Could it really take away my job or my employees’ jobs?…