Dev Patel - Forem

Dev Patel

Aug 13

What is PCA? A Simplified Explanation

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Aug 12

Understanding the Core Concepts: From Data Mountains to Informative Peaks

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Aug 11

Unveiling the Secrets of Data Grouping: A Deep Dive into Hierarchical Clustering and DBSCAN

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Aug 10

What is K-Means Clustering?

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Aug 9

What are Ensemble Methods and Boosting?

#machinelearning #python #datascience #ai

1

4 min read

Dev Patel

Aug 8

What are Ensemble Methods, Bagging, and Random Forests?

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Aug 6

Understanding Information Gain: Choosing the Right Questions

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Aug 5

Understanding Decision Trees

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Aug 4

The Core Idea: Finding the Best Separator

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1

3 min read

Dev Patel

Aug 3

Unlocking the Power of Support Vector Machines: Hyperplanes and Margin Maximization

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3 min read

Dev Patel

Aug 2

Understanding the KNN Algorithm: Finding Your Nearest Neighbors

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3 min read

Dev Patel

Aug 1

Decoding the Magic: Logistic Regression, Cross-Entropy, and Optimization

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4 min read

Dev Patel

Jul 31

Diving Deep into Logistic Regression: Sigmoid, Probabilities, and Predictive Power

#machinelearning #python #datascience #ai

4 min read

Dev Patel

Jul 30

Taming the Wild Beast: Understanding Ridge and Lasso Regression

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 29

Diving Deep: The Mechanics of Multiple Linear Regression

#machinelearning #python #datascience #ai

2

4 min read

Dev Patel

Jul 28

What is Simple Linear Regression?

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 27

What is Machine Learning?

#machinelearning #python #datascience #ai

4 min read

Dev Patel

Jul 26

Unveiling the Secrets of Data: Confidence Intervals and Hypothesis Testing in Machine Learning

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 25

Unveiling the Secrets of Your Data: A Deep Dive into Descriptive Statistics

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 24

What are Probability Distributions?

#machinelearning #python #datascience #ai

1

4 min read

Dev Patel

Jul 23

What is Bayes' Theorem?

#machinelearning #python #datascience #ai

4 min read

Dev Patel

Jul 22

What is Conditional Probability?

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Jul 21

Gradient Descent Optimization: The Core Algorithm Explained

#machinelearning #python #datascience #ai

4 min read

Dev Patel

Jul 20

Unveiling the Secrets of Multivariable Calculus: Partial Derivatives, Chain Rule, and Machine Learning

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 19

Understanding Derivatives: The Slope of Change

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1

4 min read

Dev Patel

Jul 18

Eigenvalues and Eigenvectors: Unveiling the Secrets of Data Transformation in Machine Learning

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 17

Understanding the Basics: Linear Equations and Matrices

#machinelearning #python #datascience #ai

2

4 min read

Dev Patel

Jul 16

🚀 Unlocking Accuracy: Using Transfer Learning with Fine-Tuning for Image Classification

#transferlearning #machinelearning #tensorflow #deeplearning

1

3 min read

Dev Patel

Jul 16

What are Matrix Operations?

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 15

What are Vectors and Matrices?

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Jul 14

The Moral Compass of Machines: Ethical AI & Responsible Development

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Jul 13

From Shipping Containers to Software: Understanding Docker and Kubernetes

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 12

The Cloud: Powering the Next Generation of Artificial Intelligence

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jul 8

Building ML Pipelines: Streamlining the Path to Intelligent Applications

#machinelearning #python #datascience #ai

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3 min read

Dev Patel

Jul 7

Keeping Your AI in Check: The Importance of Model Monitoring and Versioning

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Jul 6

From Lab to Life: Understanding Model Deployment in the Age of AI

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3 min read

Dev Patel

Jul 5

MLOps: Bridging the Gap Between Machine Learning Models and Real-World Applications

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3 min read

Dev Patel

Jul 4

Beyond Chatbots: Exploring the World of Advanced LLM Applications

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Jul 2

The Rise of the Machines That Think (Sort Of): Understanding Large Language Models

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1

3 min read

Dev Patel

Jul 1

From Words to Worlds: Understanding Generative AI's Text-to-Image Revolution

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jun 30

Seeing Like a Machine: Understanding Computer Vision Fundamentals and Applications

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jun 29

Unlocking the Power of Words: Key Applications of Natural Language Processing

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jun 27

Decoding the Human Language: An Introduction to Natural Language Processing (NLP) Fundamentals

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jun 26

Unveiling the Magic of Variational Autoencoders: Learning to Generate from Data

#machinelearning #python #datascience #ai

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1

3 min read

Dev Patel

Jun 25

The Art of Deception: Understanding Generative Adversarial Networks (GANs)

#machinelearning #python #datascience #ai

2

3 min read

Dev Patel

Jun 24

Transfer Learning & Fine-Tuning: Leveraging Pre-trained Knowledge for Smarter AI

#machinelearning #python #datascience #ai

2

3 min read

Dev Patel

Jun 23

Deep Learning Frameworks: The Building Blocks of Artificial Intelligence's Future

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jun 22

Decoding the Magic: Transformers and the Attention Mechanism

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jun 21

Unlocking the Power of Memory: LSTMs and GRUs in the Age of AI

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3 min read

Dev Patel

Jun 20

Unfolding the Future: Understanding Recurrent Neural Networks

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Jun 19

Seeing Like a Machine: Understanding Convolutional Neural Networks (CNNs)

#machinelearning #python #datascience #ai

3 min read

Dev Patel

Jun 18

Unveiling the Power of Simple Networks: Understanding Feedforward Neural Networks

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1

3 min read

Dev Patel

Jun 17

Unveiling the Magic Behind Machine Learning: Understanding Backpropagation

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1

3 min read

Dev Patel

Jun 16

Finding the Best Fit: Understanding Loss Functions and Optimization

#machinelearning #python #datascience #ai

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1

3 min read

Dev Patel

Jun 15

Decoding the Brain: An Introduction to Neural Networks

#machinelearning #python #datascience #ai

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3 min read

Dev Patel

Jun 14

Building a Better Predictor: Understanding Model Evaluation and Improvement

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Jun 12

Navigating the High-Dimensional Jungle: An Introduction to Unsupervised Dimensionality Reduction

#machinelearning #python #datascience #ai

1

4 min read

Dev Patel

Jun 11

Unsupervised Learning: Unveiling Hidden Patterns Through Clustering

#machinelearning #python #datascience #ai

1

3 min read

Dev Patel

Jun 10

Sorting the Mail: An Introduction to Supervised Learning: Classification

#machinelearning #python #datascience #ai

4

2

3 min read

Dev Patel

Jun 10

Predicting the Future: An Introduction to Supervised Learning: Regression

#machinelearning #python #datascience #ai

9

4

3 min read

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