📰 Dev.to · likhitha manikonda
Articles from Dev.to · likhitha manikonda · 31 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (9011)
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Dev.to · likhitha manikonda
3mo ago
📘 CUSTOMER CHURN PROJECT — MASTER STEP LIST
🟢 PHASE 1: DATA SCIENCE CORE (CURRENT FOCUS) ✅ STEP 1: Business Understanding...
Dev.to · likhitha manikonda
3mo ago
How to Evaluate ML Models Step by Step
When you're starting out in machine learning, the math and metrics can feel scary — but don’t...
Dev.to · likhitha manikonda
3mo ago
Machine Learning Basics: Bias, Variance, and Regularization with Intuition and Formulas
Machine Learning (ML) is about teaching computers to learn patterns from data. But models often fail...
Dev.to · likhitha manikonda
3mo ago
Teaching Computers to Read Handwriting: Neural Networks Made Simple
Machine learning can sound intimidating, but let’s break it down step by step. In this article, we’ll...
Dev.to · likhitha manikonda
3mo ago
Gradient Descent vs Adam Optimizer: A Beginner’s Guide
Machine learning models don’t magically learn — they need a way to improve themselves. That’s where...
Dev.to · likhitha manikonda
3mo ago
Understanding AGI vs ANI: A Beginner’s Guide to Artificial Intelligence
Artificial intelligence (AI) is shaping the way we live and build software. But not all AI is the...
Dev.to · likhitha manikonda
3mo ago
Vectorization in Neural Networks: A Beginner’s Guide
Artificial intelligence may sound complex, but at its core, it’s all about numbers. Neural...
Dev.to · likhitha manikonda
3mo ago
Understanding AGI vs ANI: A Beginner’s Guide to Artificial Intelligence
Artificial intelligence (AI) is shaping the way we live and build software. But not all AI is the...
Dev.to · likhitha manikonda
3mo ago
Forward and Backward Propagation In Neural Networks
If you’re new to neural networks, two key concepts you’ll hear are forward propagation and backward...
Dev.to · likhitha manikonda
3mo ago
Brewing Neural Networks with TensorFlow: A Coffee Example for Beginners
Machine learning can feel intimidating if you’re starting from zero. But let’s make it fun: imagine...
Dev.to · likhitha manikonda
3mo ago
Logistic Regression, But Make It Tea: ML Basics Served Hot
☕ Logistic Regression Made Simple: Cost Function, Logistic Loss, Gradient Descent,...
Dev.to · likhitha manikonda
3mo ago
Predicting Tea Sales With ML: Linear Regression, Gradient Descent & Regularization (Beginner Friendly + Code)
🍵 Linear Regression for Absolute Beginners With Code Examples, Tea‑Stall...
Dev.to · likhitha manikonda
3mo ago
🍵 The Tea Story That Teaches ML: Cost Function, Gradient Descent, Learning Rate & Evaluation Metrics
Cost Function, Gradient Descent, Learning Rate, Convergence, and Metrics using one simple tea...
Dev.to · likhitha manikonda
3mo ago
Feature Engineering
🛠️ Feature Engineering Made Simple Machine learning models are only as good as the data we feed them....
Dev.to · likhitha manikonda
3mo ago
Feature Scaling
🧑💻 Feature Scaling Made Simple If you’re new to machine learning, you’ll often hear the...
Dev.to · likhitha manikonda
5mo ago
🚀 Beginner's Guide to Flask Web Development
Welcome to your first steps into the world of Flask! Flask is a lightweight and powerful web...
Dev.to · likhitha manikonda
5mo ago
🤖📊My Machine Learning Journey🧠📈💡
Welcome to my Machine Learning journey! Here's a categorized list of all my published and...
Dev.to · likhitha manikonda
5mo ago
🐍 Mastering Python Logging: A Beginner's Guide
Logging is a powerful tool in Python that helps developers track events during program execution....
Dev.to · likhitha manikonda
5mo ago
🗄️ SQLite3 in Python
If you’re new to databases and want a lightweight, easy-to-use solution, SQLite3 is perfect! This...
Dev.to · likhitha manikonda
5mo ago
📘 How to Know if Your Data is Linear, Non-Linear, or Complex
Knowing whether your data is linear, non-linear, or complex helps you choose the right model (like...
Dev.to · likhitha manikonda
5mo ago
How to Check If Random Forests Work for Your Dataset
Imagine you're trying to make a decision—like choosing a movie. You ask 100 friends, and each gives...
Dev.to · likhitha manikonda
5mo ago
Random Forest Algorithm
What is a Random Forest? A Random Forest is an ensemble model: it combines many decision trees to...
Dev.to · likhitha manikonda
5mo ago
Choosing the Right Machine Learning Algorithm
Selecting the right machine learning model is like choosing the best tool for a job. The right choice...
Dev.to · likhitha manikonda
5mo ago
How to Check if Decision Trees Works for Your Dataset
1. Is Your Problem Classification or Regression? Classification: Predicting categories (e.g.,...
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