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Tanisha.Digital

Published in
Gen AI Adventures

Understanding Linear Regression Models in Machine Learning

A linear model is the backbone of machine learning and statistical analysis. They form the foundation of understanding the relationships…

7h ago

Understanding Linear Regression Models in Machine Learning

7h ago

Published in
Gen AI Adventures

Overfitting, Underfitting, and Achieving the Best Fit in Machine Learning

Building a machine learning model isn’t always about accuracy; it’s finding the balance between overfitting, underfitting, and best fit…

3d ago

Overfitting, Underfitting, and Achieving the Best Fit in Machine Learning

3d ago

Published in
Gen AI Adventures

The Laziest Machine Learning Algorithm: K-NN

K-Nearest Neighbors (K-NN) is a simple yet powerful machine learning algorithm that can be applied to both classification and regression…

Jan 3

The Laziest Machine Learning Algorithm: K-NN

Jan 3

Published in
Gen AI Adventures

Pre-Processing Data for Machine Learning

Data pre-processing is a critical step in ML pipeline to ensure the data is clean, consistent, and ready for model building…

Jan 1

Pre-Processing Data for Machine Learning

Jan 1

Published in
Gen AI Adventures

Key Evaluation Metrics For AI Model Performance

A guide for when to use which evaluation metrics (for classification and regression problems)

Dec 30, 2024

Key Evaluation Metrics For AI Model Performance

Dec 30, 2024

Published in
Gen AI Adventures

Multivariate Analysis: Relationships Between Multiple Variables

With complex datasets, understanding the relationships between multiple variables is a key step in gaining actionable insights…

Dec 27, 2024

Multivariate Analysis: Relationships Between Multiple Variables

Dec 27, 2024

Published in
Gen AI Adventures

Bivariate Analysis: Exploring Relationships Between Variables

In data analysis and ML, Bivariate analysis a.k.a. understanding the relationship between two variables is the name of the game.

Dec 25, 2024

Bivariate Analysis: Exploring Relationships Between Variables

Dec 25, 2024

Published in
Gen AI Adventures

Handling Missing Values and Outliers in Data Analysis

When working with real-world datasets, encountering missing values and outliers is inevitable. Both are crucial aspects to address during…

Dec 23, 2024

Handling Missing Values and Outliers in Data Analysis

Dec 23, 2024

Published in
Gen AI Adventures

Intro to Data, Statistics, Probability and Sets for Machine Learning

Machine learning often feels like magic, but at its core lies a solid foundation in data, statistics, sets, and probability. This…

Dec 20, 2024

Intro to Data, Statistics, Probability and Sets for Machine Learning

Dec 20, 2024

Published in
Gen AI Adventures

Univariate Analysis for Continuous and Categorical Variables

Univariate analysis can identify patterns, potential issues, and transformations that may improve ML model performance…

Dec 19, 2024

Univariate Analysis for Continuous and Categorical Variables

Dec 19, 2024

Tanisha.Digital

Tanisha.Digital

Interaction designer & Emerging Tech Enthusiast🌿Crafting bespoke websites that drive results and grow you business ✨ Portfolio @ tanisha.digital

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