AutoML Libraries for Python, you should know.

22 October, 2020

AutoML provides tools that automatically discover good machine learning model pipelines for a particular dataset without much user intervention. It is ideal for machine learning practitioners or domain experts new…

Principal Component Analysis vs Linear Discriminant Analysis

13 October, 2020

In machine learning, reducing dimensionality is a critical approach. Overfitting of the learning model may result in a large number of features available in the dataset. There are two standard…

Decision-Tree-vs-Random-Forest-for-Classfication-Problems

Decision Tree vs. Random Forest for Classification Problems

10 October, 2020

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…

What is Dimensionality Reduction in Machine Learning?

9 October, 20209 October, 2020

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…

How is Naive Bayes used in Machine Learning?

8 October, 2020

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.…

Logistic Regression vs K-Nearest Neighbours vs Support Vector Machine

7 October, 20207 October, 2020

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…

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

6 October, 2020

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…

Which NVIDIA Graphics Card is ideal for training neural networks?

4 October, 2020

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…

ARM vs x86 architecture differences

1 October, 2020

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…

Use of Distributed Hash Tables (DHTs) & Merkle DAGs in IPFS Content Addressing

26 September, 202025 September, 2020

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…

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Category: Machine Learning