Machine Learning: It’s Importance in today’s world
Machine learning enables software applications to improve their prediction accuracy by using historical data as input. Machine learning is part of artificial intelligence that focuses on leveraging data and algorithms to mimic how humans learn. Machine learning is one of the most intriguing technologies that the world has ever encountered. What role does machine learning […]
Retailing in the Metaverse
The digital will turn physical in the Metaverse – unleashing a whole new future for immersive retail The emerging “Metaverse”, that promises to take us to a new universe where the physical and digital converge, could actually have a more of a physical start for Facebook – instead of virtual. Think deeply! It is only […]
Big Data Analytics – Emerging Trends
For business organisations, Big Data Analytics is proving to be a game changer and its scope is ever-expanding. Here’s looking at the emerging trends for 2022 Big Data goes much beyond data crunching. Put simply, it is what its name implies – body of data that is huge in volume. Usually, this is the data […]
How 5G Will Transform the Economy
Asia-Pacific will lead the 5G revolution, enabling Industry 4.0 and contributing $450 billion to the Indian economy – predicts GSMA The 5G era is underway. As a foundation technology for the Fourth Industrial Revolution, 5G promises to transform everything; helping realize the potential of remote healthcare, smart factories, autonomous vehicles, smart farming, remote education, digital […]
What do Dominoes do?
Lehman Moment? Probably not, but Evergrande is the result of several intrinsic issues of the Chinese economic system. The need of the hour is recalibration. On the 15th of September 2008, hundreds of employees dressed in their sharp-cut suits were forced to walk out of their Wall Street office with boxes in hand as Lehmann […]
“Look Ma, I shrunk Shakespeare!”
Be ready for AI-driven culture-capsules, as an algorithm based on autoregressive language model capably summarises lengthy classics using deep learning methods “…Juliet asks Romeo if he is Romeo, and if he is a Montague. Romeo says that he is neither. Juliet asks how Romeo got into the garden, and he says that he climbed over […]
What is Principal Component Analysis?
The principal component analysis is a statistical method that allows you to summarise information into smaller sets that may be displayed and studied more readily. Large datasets are becoming more prevalent, yet they might be challenging to analyze. PCA is a technique for decreasing the dimensionality of datasets while enhancing interpretability and avoiding information loss. […]
What is supervised machine learning and types?
Supervised machine learning is a subset of machine learning and artificial intelligence. Supervised learning is distinguished by the use of labeled datasets to train algorithms that properly categorize data or predict outcomes. In the cross-validation process, the model is trained to recognize the underlying patterns between the input data and the output labels. Supervised learning […]
What is linear discriminant analysis?
Linear Discriminant Analysis (LDA) is a linear model for classifying and dimension reduction. It is a technique for data categorization, dimension reduction, and visualization, most often used in pattern classification issues for feature extraction. When dealing with real-world classification issues, LDA is frequently the initial and benchmarking approach used before moving on to more sophisticated […]
Can the real skilled labour please stand up?
A lack of skilled labour is proving a deterrent to corporate AI adoption That AI and Machine Learning algorithms can churn out decisions from increasingly large datasets is not the headline anymore; instead, the fact that executives and IT leaders today need to carry out more copious checks for fairness, unbiasedness and accuracy than ever […]