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Suhas Maddali

1.95K Followers

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Towards AI

Explainable and Interpretable Models are Important in Machine Learning

Learn to use libraries such as LIME, SHAP and others to determine the workings of black-box machine learning models with examples and…

Jun 4, 2023

Explainable and Interpretable Models are Important in Machine Learning

Jun 4, 2023

Published in
TDS Archive

Unsupervised Machine Learning: Explore a List of Models that work without Output Labels

Learn the underlying working of various unsupervised machine learning models and how they are able to generate predictions without output…

May 25, 2023

Unsupervised Machine Learning: Explore a List of Models that work without Output Labels

May 25, 2023

Understand Transformer: The Model behind the Success of ChatGPT

We mainly focus on how transformers work in detail and determine how they are able to generate text based on attention mechanisms and how…

May 12, 2023

Understand Transformer: The Model behind the Success of ChatGPT

May 12, 2023

Published in
TDS Archive

Constructing a Decision Tree Classifier: A Comprehensive Guide to Building Decision Tree Models…

Gain insight into the fundamental processes involved in building a decision tree classifier from the ground

Mar 29, 2023

Constructing a Decision Tree Classifier: A Comprehensive Guide to Building Decision Tree Models…

Mar 29, 2023

Published in
TDS Archive

Clearing the Dust: How CNNs and Transfer Learning Can Detect Dust on Solar Panels

With the aid of convolutional neural networks and transfer learning, it is possible to build a classifier in determining whether solar…

Mar 15, 2023

Clearing the Dust: How CNNs and Transfer Learning Can Detect Dust on Solar Panels

Mar 15, 2023

Published in
TDS Archive

Unleash the Hidden Patterns: A Guide to Unsupervised Machine Learning for Article Recommender…

Build an article recommender system with unsupervised machine learning and generate features and patterns that aid in the recommendation

Mar 7, 2023

Unleash the Hidden Patterns: A Guide to Unsupervised Machine Learning for Article Recommender…

Mar 7, 2023

Published in
TDS Archive

Boost Machine Learning Model Performance through Effective Feature Engineering Techniques

Learn the right feature engineering techniques when applied to credit card fraud detection problem that improves the overall accuracy of…

Feb 22, 2023

Boost Machine Learning Model Performance through Effective Feature Engineering Techniques

Feb 22, 2023

Exploratory Data Analysis (EDA) on Airline Sentiment Tweets

Learn various ways to explore airline sentiment data and understand key factors that contribute to the overall sentiment of tweets on…

Jan 31, 2023

Exploratory Data Analysis (EDA) on Airline Sentiment Tweets

Jan 31, 2023

Published in
TDS Archive

How can Machine Learning be used in Audio Analysis?

Learn how machine learning could be used to analyze audio signals and generate predictions for both classification and regression tasks

Jan 10, 2023

How can Machine Learning be used in Audio Analysis?

Jan 10, 2023

Published in
TDS Archive

Various Types of Deployment in Machine Learning

Learn various deployment strategies for successfully building an end-to-end machine learning pipeline

Jan 6, 2023

Various Types of Deployment in Machine Learning

Jan 6, 2023

Suhas Maddali

Suhas Maddali

1.95K Followers

🚖 Senior Data Scientist @ NVIDIA 📘 15k+ Followers (LinkedIn) 📝 Author @ Towards Data Science 📹 YouTuber 🤖 300+ GitHub Followers 👨‍💻 Views are my own.

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