Browse the latest machine learning articles, tutorials, and research from Global Tech Council.(129 articles)
Machine learning is nothing but a research field that allows computers without any specific programming to “learn” like humans. High-dimensionality statistics and dimensionality reduction techniques that have been used for data visualization. These techniques are applied in machine…
Naïve Bayes is a surprisingly powerful yet simple algorithm for predictive modeling. It is a machine learning model that can handle large volumes of data, including millions of data records. Naïve Bayes is the recommended approach for Natural Language Processing tasks such as sentiment analysis as…
Machine learning is a scientific technique where computers learn how to solve a problem without directly programming them. The ML race is currently led by deep learning fuelled by improved algorithms, computing power and big data. The classical algorithms of ML still have a firm place in the field.…
In machine learning, there is much discussion around tensors being the cornerstone data structure. Tensor is a type of data structure used in linear algebra that can be used for arithmetic operations like matrices and vectors. In 2015, researchers at Google came up with TensorFlow, which is now…
If a CPU is a PC’s core, then the soul is a GPU. While most PCs can run without a good GPU, without one, neural networking is not possible. Machine learning experts suggest that complex operations like matrix manipulation, exceptional computational prerequisites, and significant computing…
IPFS, even among many in the Valley, is not exactly a well-known technology yet, but it is spreading quickly by word of mouth among people in the open-source community. Many are thrilled by its ability to boost file transfer and streaming speeds across the Internet significantly. In a way that is…
The automation industry has grown by leaps and bounds in the 21st century. Automobiles have gone from electric to self-driving, raising customer expectations. This has been possible because of breakthrough technologies like data science, machine learning, and more. Data is based on facts and can…
Machine Learning is the new buzzword, and the technology has found its niche is farming. The uses of machine learning in modern agriculture have found amazing uses, including creating more healthy seeds. The core principles of machine learning experiments can show significant changes in agriculture…
Google and Amazon- Landing an excellent job here isn’t just the luck of the draw. For every budding AI engineer, these tech titans are a dream come true. Any fresh engineering graduate who has left college dreams of working at Google or Amazon in the perfect working environment. But…
Data Science is driving recent advances in Machine Learning and Artificial Intelligence. Due to this, there is a significant growth of ML libraries and the Python programming language. Data Science is about producing insights, whereas AI produces actions, and ML makes predictions. All the three…
The goal of artificial intelligence is to duplicate the capabilities of the human brain. Deep learning is the branch of AI that gives the machine the power to think like humans. A machine learning expert works with neural networks for a range of applications. Recently, Applied Physics Reviews, a…
”Machine learning is a core, transformative way by which we’re rethinking how we’re doing everything. We are thoughtfully applying it across all our products: search, ads, YouTube, or Play. And we’re in early days, but you will see us –in a systematic way — apply machine learning in all these…