How often do you hear people use the terms “artificial intelligence” and “machine learning” interchangeably? The two are definitely related, and machine learning is actually a subset of artificial intelligence. However, as a greater number of businesses begin offering...
Machine learning has ties to statistics. It allows you to detect patterns in the sometimes chaotic mathematical models that exist. Online machine learning courses teach you how to make use of machine learning algorithms in a programming language. The disruptions...
In today’s age, it is impossible to implement effective cybersecurity technology without depending on innovative technologies like machine learning and artificial intelligence. Machine learning in the field of cybersecurity is a fast-growing trend. The analysts at ABI...
By now, most people with a passion for programming and coding are already familiar with machine learning and its basics, at least. But for those who are completely new to the subject and would like to discover it and understand its intricacies, this article will take...
Massachusetts Institute of Technology (MIT) announced that Fernando Corbato, a pioneer in computer security, has passed away aged 93. Corbato’s death, though it is sad news, provides an opportunity to reflect on the importance of his work, and specifically on one of...
We all know about machine learning when it comes to Japanese droids or Rhoomba intelligent vacuum cleaners, but how is machine learning being used in finance and fintech? As you will discover, the use of machine learning is both prolific and amazing. We will soon look...
The digital marketing profession is undergoing a tremendous shift. Machine learning is altering the dynamic between advertisers and customers in countless ways. A study by Gartner found that 30% of companies will use AI in their sales by the end of next year. A...
Apple's iOS has always performed a vital role in making the desired change the industry requires to keep moving ahead. Every year, it looks as if the iOS platform gets revamped and redesigned with more effective and viable features. Even its hardware continues to...
In the wake of several high-profile data breaches, companies, governments, and cybersecurity experts are calling for a more proactive approach to data protection. Using machine learning and artificial intelligence, cybersecurity experts are detecting identity theft...
Several technologies have spread their roots in all sectors that are available. Creating huge opportunities that would help us in modernization. Gadgets and electronics have encompassed our lifestyle to the point that we have become dependent on them. From being a...
The term artificial intelligence has been buzzing around for quite a long time. Not only limited to sci-fi movies anymore, but AI is also a real-world disruptor in various verticals. Right from low-code driven to automate developers tasks in companies. AI and it's...
A major part of business in the CRO industry lies in understanding and processing large amounts of data. A massive sector which is heavily impacting this business sphere is web personalization. Web personalization, per definition, is everything done in order to...
Whether you’re starting out as an independent app developer or you’re working with a team, leveraging automation tools can lead to faster deployment. And, you want your app to be perfect. Trust, me. This is something I understand personally. You test it, analyze it...
The security industry is rife with data protection challenges. It faces catastrophic cyberattacks. And the troubles continue to mount with the rise of web-connected devices. Adding salt to the injury, is the shortage of skilled cyber talent, which fail to avert the...
Artificial intelligence (AI) and machine learning (ML) technology have advanced so much, that it has touched both the personal and professional lives of people. Even if you are only using an eCommerce software or a mobile application, there is a good chance that you...
Leading analytics platform Tableau Software has launched Ask Data, which leverages the power of natural language processing to enable people to ask data questions in plain language and instantly get a visual response right in Tableau. This patent-pending capability...
Machine learning is an application of artificial intelligence that gives a system the ability to learn in real time and improve itself from experiences without being explicitly programmed. As the machine learning industry continues to advance, it’s important to...
Most people have seen bad machine translations based on word-for-word equivalents that can lead to confusion and can sometimes be quite funny. But how do you tell a machine it might not be getting 100 percent on its latest translation assignment, and what it needs to...
The number of vehicles is increasing significantly. This increase has invoked the necessity of an automatic surveillance system. The License Plate Recognition and detection is a key technique in most applications related to vehicle movement. No doubt, there are...
Gartner has published a list of top 17 data science and machine learning vendors in its 2019 Magic Quadrant for Data Science and Machine Learning Platforms. Previously titled the Magic Quadrant for Data Science Platforms and the Magic Quadrant for Advanced Analytics...
Machine learning workflows traditionally depend extensively on optimization and model training. Performance parameters such as bias and accuracy drive the consideration of a model as better than the rest and generally, a model is assumed as adequate for practical use...
Recently, I interviewed Dejan S. Milojicic, an established researcher, technologist, and former president of IEEE Computer Society, the world's premier organization of computing professionals. Milojicic is a distinguished technologist at Hewlett Packard Labs, Palo...
Small businesses and large enterprises all want to jump on the machine learning bandwagon. Big names like Google and Amazon use technology like this all the time. While smaller companies fear that machine learning is out of reach for them. But it doesn’t have to be....
The ultimate tech giant, Microsoft, recently announced a top-tier open source and cross-platform framework. The ML.NET is built to support model-based machine learning for .NET developers across the globe. It can also be used for academic purposes along with the...
Every year, the world is swiftly moving closer and closer towards an era of digital reality. Nearly 20 years ago, we had massive computers that took up an entire room. And the internet didn’t even properly exist until the late 1900s. Now, we have modem-based internet...
This is an age of machine learning algorithms! They can predict stock market fluctuations, control complex manufacturing processes, enable navigation for robots and driverless vehicles, and much more. Now, a group of researchers has found a way to predict and control...
Apache Spark™ is a unified analytics engine for large-scale data processing. It can be used for a variety of things like big data processing, machine learning, stream processing and etc., Environment I had tested it in Mac OS and Ubuntu. May or may not work on...
Machine Learning is usually associated with artificial intelligence (AI) that provides computers with the ability to do certain tasks, such as recognition, diagnosis, planning, robot control, prediction, etc., without being explicitly programmed. It focuses on the...
Data science and machine learning are powerful technologies innovating the world in ways that sometimes seem straight out of a sci-fi film. Today’s machines are not just capable of tedious tasks, but also using complex mathematics to figure out how to chart a path for...
Online and offline retailers understand: the external environment has become overly complex and unpredictable, as the number of products gets too large to manage by hand. Therefore, retail uses algorithms to set the right prices, predict stocks and optimize other...
A lot of emotions come into a person’s mind upon hearing the phrase ‘Forex Trading.’ A significant percentage of people consider it a way to get rich quickly. And an equally considerable lot consider it equivalent to gambling and a way to invite financial disasters....
We are stepping into an avant-garde period, powered by advances in robotics, the adoption of smart home appliances, intelligent retail stores, self-driving car technology etc. Machine leaning is at the forefront of all these new-age technological advancements. The...
Like it or not - artificial intelligence is here, and it is going to stay. Researchers predict that by 2020, artificial intelligence technologies will be implemented in the majority of new software products and services, which will inevitably change the way we live,...
Data science and machine learning are two of the hottest industries these days. Every fresh IT graduate wants to make a career in data science or machine learning. With tech giants and big brands pouring in millions of dollars in research and development in both data...
Data science and machine learning are two of the hottest industries these days. Every fresh IT graduate wants to make a career in data science or machine learning. With tech giants and big brands pouring in millions of dollars in research and development in both data...
Podcasts are a great way to educate yourself about a certain topic or to keep up with the latest trends in a particular area. They’re gaining more and more relevance, as the number of podcast listeners is on the rise. Currently, around 50 million Americans listen to...
ConnecTechAsia Summit speaker, Sharala Axryd, CEO, ASEAN Data Analytics Exchange, shares about the transformative potential of Artificial Intelligence, issues of bias and ensuring the objectivity of AI. The vision of an all-knowing, omni-present intelligent being that...
For a very long time, women working in the fields of science, technology, engineering and math were unwelcome and underappreciated. Take for example the story of Katherine Johnson and her colleagues, who made remarkable contributions to the early years of NASA’s space...
The value of data-driven Customer Value Management or CVM cannot be underrated. Data and other algorithms/analytics that shape data are an imperative part of customer value management in a telecom company. With enhanced customer expectations, it is up to the ability...
You know that linear regression is a popular technique and you might as well seen the mathematical equation of linear regression. But do you know how to implement a linear regression in Python?? If so don’t read this post because this post is all about implementing...
Once we start delving into the concepts behind Artificial Intelligence (AI) and Machine Learning (ML), we come across copious amounts of jargon related to this field of study. Understanding this jargon and how it can have an impact on the study related to ML goes a...
The word “Big data” prevailed in 2017, and it’s going to keep prevailing in the following years. In our previous post, I’ve introduced some concepts about big data, machine learning, and data mining (see post: Understanding Big data, Data mining, and Machine Learning...
CMO has recently reported the shocking news: “While 16% of U.S. jobs will be lost over the next decade as the result of artificial intelligence and technology, 13.6 million jobs will be created during that time due to the trend.” Artificial Intelligence is truly...
I think you’ll agree with me if I say: It’s HARD to know whether to use Python or R for data analysis. And this is especially true if you’re a newbie data analyst looking for the right language to start with. It turns out that there are many good resources that can...
Every so often, a story ripples through the media along the lines of “Scientists say a ‘smart pill’ is just over the horizon to make us immediately more intelligent.” While there is no telling when we will actually see such a pill, there’s a metaphorical “smart pill”...
Clustering is a technique for finding similarity groups in a data, called clusters. It attempts to group individuals in a population together by similarity, but not driven by a specific purpose. Clustering is often called an unsupervised learning, as you don’t have...
According to the prediction of IDC Futurescapes, Two-thirds of Global 2000 Enterprises CEOs will center their corporate strategy on digital transformation. A major part of the strategy should include machine-learning (ML) solutions. The implementation of these...
Thirteen years ago Elon Musk and a group of engineers formed a car company in Silicon Valley with one simple goal, “to prove that electric cars could be better than gasoline-powered cars.” Since then, Tesla has become a leader in the automotive industry. While they...
Today, with Digitization of everything, 80 percent of the data being created is unstructured. Audio, Video, our social footprints, the data generated from conversations between customer service reps, tons of legal document’s texts processed in financial sectors are...
Machine Learning is the foundation for today’s insights on customer, products, costs and revenues which learns from the data provided to its algorithms. Some of the most common examples of machine learning are Netflix’s algorithms to give movie suggestions based on...