Tag Index

machine learning

What is Feature Engineering

less than 1 minute read

Dive into our latest classroom conversation where we demystify Feature Engineering! Learn how transforming raw data into meaningful features can enhance your...

What is Gradient Descent

less than 1 minute read

Explore the world of machine learning with our ‘ML Made Easy’ classroom series! In this conversation, a curious student dives into the realm of Gradient Desc...

What is Hyperparameters

less than 1 minute read

Explore the world of machine learning as we simplify the concept of hyperparameters in a classroom conversation. Understand their crucial role in optimizing ...

What is Cross Validation

less than 1 minute read

Discover the essence of cross-validation in machine learning through a conversation between a student and a teacher. They use a clever analogy, likening it t...

What is Computer Vision

less than 1 minute read

Explore Computer Vision in our ‘ML Made Easy’ series as we break down this complex topic into simple terms. Learn how it empowers computers to ‘see’ and unde...

What is Natural Language Processing

less than 1 minute read

Natural Language Processing (NLP) is like teaching computers to understand and talk like humans, enabling them to comprehend our words, discern intentions, a...

What is Recommender system

less than 1 minute read

A conversation explaining recommendation system, its definition, examples, and a relatable analogy for better understanding.

What is Transfer Learning

less than 1 minute read

A conversation explaining transfer learning, its definition, examples, and a relatable analogy for better understanding.

What is Deep Learning and Neural Network

less than 1 minute read

In this conversation, we explore about deep learning and neural networks. Through a conversation between a teacher and a student, we uncover the essence of d...

Types of Machine Learning

less than 1 minute read

In this conversation, the teacher and student discuss different types of Machine Learning. The student explains supervised learning, unsupervised learning, a...

What is Machine Learning

less than 1 minute read

In this conversation, a teacher and student discuss the concept of Machine Learning. The student explains that Machine Learning involves teaching computers t...

Evaluation Metrics

less than 1 minute read

In this classroom discussion, the teacher introduces the topic of evaluation metrics, and a student provides an explanation. They discuss different evaluatio...

Data Lekage

less than 1 minute read

In this classroom discussion, the teacher asks the students to explain data leakage and its challenges. A student describes data leakage as the inclusion of ...

Class Imbalance

less than 1 minute read

In this classroom discussion, the teacher introduces the concept of class imbalance, where one class or label has more or fewer examples than another. A stud...

Overfitting Vs Underfitting

less than 1 minute read

In this classroom discussion, the teacher introduces the concepts of overfitting and underfitting in machine learning models. A student explains that overfit...

Models - What are they

less than 1 minute read

In this classroom discussion, the teacher asks the students to explain what a model is in the context of machine learning. One student describes a model as a...

Regression Test Case Selection Using ML

14 minute read

Regression testing plays a crucial role in software development, but retesting the entire program after making changes or adding new features is often imprac...

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clasroom conversation

What is Feature Engineering

less than 1 minute read

Dive into our latest classroom conversation where we demystify Feature Engineering! Learn how transforming raw data into meaningful features can enhance your...

What is Gradient Descent

less than 1 minute read

Explore the world of machine learning with our ‘ML Made Easy’ classroom series! In this conversation, a curious student dives into the realm of Gradient Desc...

What is Hyperparameters

less than 1 minute read

Explore the world of machine learning as we simplify the concept of hyperparameters in a classroom conversation. Understand their crucial role in optimizing ...

What is Cross Validation

less than 1 minute read

Discover the essence of cross-validation in machine learning through a conversation between a student and a teacher. They use a clever analogy, likening it t...

What is Computer Vision

less than 1 minute read

Explore Computer Vision in our ‘ML Made Easy’ series as we break down this complex topic into simple terms. Learn how it empowers computers to ‘see’ and unde...

What is Natural Language Processing

less than 1 minute read

Natural Language Processing (NLP) is like teaching computers to understand and talk like humans, enabling them to comprehend our words, discern intentions, a...

What is Recommender system

less than 1 minute read

A conversation explaining recommendation system, its definition, examples, and a relatable analogy for better understanding.

What is Transfer Learning

less than 1 minute read

A conversation explaining transfer learning, its definition, examples, and a relatable analogy for better understanding.

What is Deep Learning and Neural Network

less than 1 minute read

In this conversation, we explore about deep learning and neural networks. Through a conversation between a teacher and a student, we uncover the essence of d...

Types of Machine Learning

less than 1 minute read

In this conversation, the teacher and student discuss different types of Machine Learning. The student explains supervised learning, unsupervised learning, a...

What is Machine Learning

less than 1 minute read

In this conversation, a teacher and student discuss the concept of Machine Learning. The student explains that Machine Learning involves teaching computers t...

Evaluation Metrics

less than 1 minute read

In this classroom discussion, the teacher introduces the topic of evaluation metrics, and a student provides an explanation. They discuss different evaluatio...

Data Lekage

less than 1 minute read

In this classroom discussion, the teacher asks the students to explain data leakage and its challenges. A student describes data leakage as the inclusion of ...

Class Imbalance

less than 1 minute read

In this classroom discussion, the teacher introduces the concept of class imbalance, where one class or label has more or fewer examples than another. A stud...

Overfitting Vs Underfitting

less than 1 minute read

In this classroom discussion, the teacher introduces the concepts of overfitting and underfitting in machine learning models. A student explains that overfit...

Models - What are they

less than 1 minute read

In this classroom discussion, the teacher asks the students to explain what a model is in the context of machine learning. One student describes a model as a...

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EDA

COVID-19-Insights with Data Visualization

7 minute read

In this post, the author explores the impact of COVID-19 on different countries using data visualization techniques. The focus is on countries like China, So...

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Data Visualization

COVID-19-Insights with Data Visualization

7 minute read

In this post, the author explores the impact of COVID-19 on different countries using data visualization techniques. The focus is on countries like China, So...

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book review

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aws

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aws sagemaker

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mlops tools

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sharing my experience

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