LoRA in a nutshell

Cool Topics

LoRA, a Low-Rank Adaptation method, enables more efficient fine-tuning of large language models like GPT-4 by reducing the number of parameters required for adjustment, addressing training time and GPU memory challenges.

19 May 2024

K Nearest Neighbours Algorithm

Ml Algorithms

This algorithm chooses the nearest neighbour of the data point to be of the same class. This algorithm also uses a majority voting mechanim, in read more...

10 September 2021

Intro to neural Networks with Keras

Hands-On Machine Learning2

Inroduction to Deep learning and ANNs. ANNs ( Artificial neural networks) are at the heart of Deep Learning, They are versatile powerful and scalable making them ideal to tackle a number of machine learning tasks.

03 July 2021

Unsupervised Learning Algorithms

Hands-On Machine Learning2

Article describing about some unsupervised learning algorithms

26 May 2021

Dimensionality Reduction

Hands-On Machine Learning2

Article to get you started on Dimensionality Reduction and PCA

19 May 2021

Ensemble Learning and Random Forests

Hands-On Machine Learning2

Details on Ensemble Learning as well as the Random Forests algorithm

12 May 2021

Decision Trees

Hands-On Machine Learning2

Detailed description on Decision Trees

05 May 2021

Support Vector Machines

Hands-On Machine Learning2

Detailed description on Support Vector Machines

28 April 2021
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