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Tag: machine learning

K-Means Clustering vs Hierarchical Clustering

K-Means Clustering vs Hierarchical Clustering

Posted on 11 October, 20205 January, 2025
A form of exploratory data analysis in which observations are divided into different groups with standard features is known as clustering analysis. The purpose of classification or cluster analysis is…
Read More
Decision-Tree-vs-Random-Forest-for-Classfication-Problems

Decision Tree vs. Random Forest for Classification Problems

Posted on 10 October, 202020 December, 2024
Decision trees are part of the Supervised Classification Algorithm family. On classification issues, they work very well, the decisional route is reasonably easy to understand, and the algorithm is fast…
Read More

What is Dimensionality Reduction in Machine Learning?

Posted on 9 October, 202020 December, 2024
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…
Read More
Logistic Regression vs K-Nearest Neighbours vs Support Vector Machine

Logistic Regression vs K-Nearest Neighbours vs Support Vector Machine

Posted on 7 October, 20205 January, 2025
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…
Read More
What is a tensor and how is it used in machine learning?

What is a tensor and how is it used in machine learning?

Posted on 6 October, 20205 January, 2025
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…
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Which NVIDIA Graphics Card is ideal for training neural networks?

Posted on 4 October, 202020 December, 2024
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…
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Use of Distributed Hash Tables (DHTs) & Merkle DAGs in IPFS Content Addressing

Posted on 26 September, 202020 December, 2024
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…
Read More

Automate Cloud Data Operations for BI and ML Data Pipelines

Posted on 8 September, 202020 December, 2024
Businesses are in a rush to move their on-site data warehouse and Hadoop data analytics environments to the cloud. They are seeking solutions to facilitate and accelerate migration and ongoing…
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Leading ML stack for getting hired at google

Posted on 10 August, 202020 December, 2024
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…
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Photon-based processing units enable more complex machine learning

Posted on 6 August, 202020 December, 2024
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…
Read More

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