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2,019 articles
What is Dimensionality Reduction in Machine Learning?
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…
How is Naive Bayes used in Machine Learning?
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…
Logistic Regression vs K-Nearest Neighbours vs Support Vector Machine
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.…
What is a tensor and how is it used in machine learning?
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…
Which NVIDIA Graphics Card is ideal for training neural networks?
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…
ARM vs x86 Architecture: Key Differences
Three different types of the processor can run on Android: Intel, MIPS, and Arm. While the MIPS processors for phones haven’t been seen for years, Arm is the newest CPU architecture used by most modern smartphones in both Apple and Android devices. While Intel has been in the picture for a long,…
Why is Apple switching to ARM based macs?
When Apple moves to ARM processors, there are clear hardware advantages, which means that the switch would benefit both the business and consumers. Apple has some significant hardware advantages by replacing Intel processors with ARM-based ones. And it also provides opportunities to replace Intel…
What is Bitswap?
Bitswap protocol version 1.2.0 has recently landed in js-IPFS and brings a host of performance improvements around coordinating the supply of blocks across the network to peers. Machine learning experts suggest that BitSwap will expand shortly, in terms of its applications and presence. With…
Use of Distributed Hash Tables (DHTs) & Merkle DAGs in IPFS Content Addressing
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…
Must know concepts for getting started with AZURE CLOUD
Microsoft Azure is a cloud computing platform that offers a wide range of resources that we can use without buying our hardware and organizing them. It allows for the rapid creation of solutions and provides the tools to complete projects that might not be feasible in an on-site environment. Since…
Must know concepts for getting started with GOOGLE CLOUD
Google Cloud Platform offers potent tools and services. More companies are heading to the cloud to help create software applications and manage data. Google Cloud Platform is one of the various cloud computing platforms available. This industry is poised to break the market value of $159 billion by…
Must know concepts for getting started with AMAZON WEB SERVICES
Amazon Web Services or AWS is a cloud computing’s leading platform. It has everything one needs from server and database to a bulk emailing platform and natural language processing. It has a lot to offer and is being extensively used by startups and top companies. Along with providing a wide range,…