Sourav Agarwal (Youtube/datahat--simplified ai) – Medium

Sourav Agarwal (Youtube/datahat--simplified ai)

Sourav Agarwal (Youtube/datahat--simplified ai)

Quantum Computing

A leap in Constrained Optimization | Prescriptive Analytics | Logistics

Jul 16, 2023

Quantum Computing

Jul 16, 2023

Sourav Agarwal (Youtube/datahat--simplified ai)

Calibration in Machine Learning

Students from Science background, must have read about calibration in Physics when we were introduced to ‘Vernier Calipers’.

Oct 5, 2022

calibration plot for machine learning model

Oct 5, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Solving an optimization problem

Optimization in Python | Using SciPy | Optimization techniques

Sep 17, 2022

plot representing the feature and output space and local minima

Sep 17, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Is this signature forgery?? DTW

Approach to signature recognition using dynamic time warping (DTW)

Jul 6, 2022

online signature recognition

Jul 6, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Clustering in Machine Learning

Types of clustering | Measurement techniques | Spatial clustering

Jun 3, 2022

sample result of DBSCAN algorithm

Jun 3, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Machine learning Attack

Corrupting an ML model | adversarial machine learning| safety measures

Mar 27, 2022

machine learning model attack — adversarial

Mar 27, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Trustworthy AI

Model validation | model monitoring | reliability | Explainable AI (XAI)

Mar 14, 2022

machine learning pipeline

Mar 14, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Inferential Statistics

Understanding inferential statistics | CLT | statistical tests | hypothesis testing

Mar 5, 2022

sample from the population to estimate population parameters

Mar 5, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Speech analysis — data preparation

Understanding audio data representation | Mel Spectrogram | Fast Fourier Transform

Feb 10, 2022

Audio analysis and understanding audio data, diffferent codecs and featurisation

Feb 10, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Linear Regression and its capabilities

80% people tend to forget the basics of linear regression

Feb 1, 2022

linear regression (relationship) among two features. The straight line represents the equation of relationship among the two

Feb 1, 2022

Sourav Agarwal (Youtube/datahat--simplified ai)

Sourav Agarwal (Youtube/datahat--simplified ai)

Data Science Mentor | Generative AI | Analytics | Mathematical Optimization | Mentor & Guide | find me on "youtube/datahat"

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