1_data_tango_learning

My first preseantation on the topic DATA - Another Mysterious World! in Data Science series

2-statistics---part-1-moct

3_statistics_moct_mean

amrita_slac_workshop

My first webinar happened on Conceptual Elucidation of Machine Learning during SLAC (Stay Late and Code) 2020 Hackathon, conducted by Amrita School of Engineering, Bengaluru Campus on 7th and 8th November, 2020

anandprems

artificial-neural-network-in-python-from-scratch

autoencoders_python

In this repository i will be explaining all about autoencoders, types and its functions

bece101-basic-electronics-vit

In this repository I am uploading the materials used for the subject BECE101 Basic Electronics in particular.

chaf_tech_science_cmc

classification---30-model---pyforest

In this repository, i discussed about by using Pyforest command we can easily retrive around 40 differernt model's Accuracy, balanced accuracy, AUC-ROC, F1 score and time taken values, without spending much time in coding. I am not saying this is the best way to explore but still this is one kind of way to do coding

classification---iris---breast-cancer---loan-status-datasets

Here in this repository I have classification programme for Iris dataset, Breast Cancer and loan prediciton from starting of importing libraries to the classification part

cnn

cpp-fall-2023-2024

data-science-interview-question-and-answers

In this repository i am sharing some important questions related to Data Science, which was shared by ineuron edu company. While preparing for Data Science interview this documents plays important role

data-science-interview-questions-answers

Curated list of data science interview questions and answers

data_science_2024

dl-ecg-review

A Review of Deep Learning Methods on ECG Data

eda_1

Some basic idea about Exploratory Data Analysis steps

embedded-c-programmings

git_practice_session

Together, Git and GitHub form a powerful combination for modern software development. Git provides the robust version control necessary for managing changes, while GitHub offers a collaborative platform with additional tools and features to streamline the development process.

hgb_classifier

histogram_gradient_boosting_classifier

So here, we are using histogram based gradient boosting algorithm for PTB dataset which is acquired from Physionet website after doing some preprocessing. Dataset can be downloaded from, https://www.kaggle.com/shayanfazeli/heartbeat

lightgbm_ml_algorithm

Are you tired of slow and inaccurate machine learning algorithms? Do you struggle with large datasets and high-dimensional features? Look no further than LightGBM, a powerful and efficient machine learning algorithm that can handle these challenges and more.

matplotlib_python

mitbih_cnn

Dataset: https://www.physionet.org/content/mitdb/1.0.0/

ml-for-beginners-2024

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

physionet

MIT-BIH data preprocessing and a sample deep model

physionet_ptbdb_ann

python_ram_

python_re