likhitha manikonda

💻 Builder of things with code. 🚀 Always learning, occasionally teaching. Let’s turn ideas into side projects and bugs into features!

Joined on Sep 3, 2024

Education

Btech/ComputerScience

Pronouns

She/Her

Work

Lead Software Engineer

Pinned

likhitha manikonda

Oct 25

🤖📊My Machine Learning Journey🧠📈💡

#machinelearning #ai #beginners #programming

3 min read

likhitha manikonda

Oct 25

🧭 My Python Learning Series

#beginners #learning #python #resources

2 min read

Cover image for Teaching Computers to Read Handwriting: Neural Networks Made Simple

likhitha manikonda

Dec 25

Teaching Computers to Read Handwriting: Neural Networks Made Simple

#aiops #machinelearning #neuralnetworks #learning

4 min read

Cover image for Gradient Descent vs Adam Optimizer: A Beginner’s Guide

likhitha manikonda

Dec 25

Gradient Descent vs Adam Optimizer: A Beginner’s Guide

#ai #machinelearning #learning #algorithms

2 min read

likhitha manikonda

Dec 25

Understanding AGI vs ANI: A Beginner’s Guide to Artificial Intelligence

#ai #machinelearning #programming #beginners

3 min read

Cover image for Vectorization in Neural Networks: A Beginner’s Guide

likhitha manikonda

Dec 24

Vectorization in Neural Networks: A Beginner’s Guide

#ai #machinelearning #programming #learning

3 min read

Cover image for Understanding AGI vs ANI: A Beginner’s Guide to Artificial Intelligence

likhitha manikonda

Dec 24

Understanding AGI vs ANI: A Beginner’s Guide to Artificial Intelligence

#ai #beginners #machinelearning

3 min read

Cover image for Forward and Backward Propagation In Neural Networks

likhitha manikonda

Dec 23

Forward and Backward Propagation In Neural Networks

#ai #machinelearning #tensorflow #beginners

3 min read

Cover image for Brewing Neural Networks with TensorFlow: A Coffee Example for Beginners

likhitha manikonda

Dec 23

Brewing Neural Networks with TensorFlow: A Coffee Example for Beginners

#tensorflow #machinelearning #learning #neuralnetworks

3 min read

Cover image for Neural Networks for Absolute Beginners

likhitha manikonda

Dec 23

Neural Networks for Absolute Beginners

#neuralnetworks #ai #beginners #machinelearning

9 min read

Cover image for Logistic Regression, But Make It Tea: ML Basics Served Hot

likhitha manikonda

Dec 20

Logistic Regression, But Make It Tea: ML Basics Served Hot

#ai #beginners #machinelearning

4 min read

Cover image for Predicting Tea Sales With ML: Linear Regression, Gradient Descent & Regularization (Beginner Friendly + Code)

likhitha manikonda

Dec 20

Predicting Tea Sales With ML: Linear Regression, Gradient Descent & Regularization (Beginner Friendly + Code)

#ai #machinelearning #beginners #learning

7 min read

Cover image for 🍵 Linear Regression for Absolute Beginners With Tea — A Zero‑Knowledge Analogy

likhitha manikonda

Dec 20

🍵 Linear Regression for Absolute Beginners With Tea — A Zero‑Knowledge Analogy

4 min read

Cover image for 🍵 The Tea Story That Teaches ML: Cost Function, Gradient Descent, Learning Rate & Evaluation Metrics

likhitha manikonda

Dec 20

🍵 The Tea Story That Teaches ML: Cost Function, Gradient Descent, Learning Rate & Evaluation Metrics

#ai #machinelearning #learning #beginners

3 min read

likhitha manikonda

Dec 17

Feature Engineering

#ai #beginners #machinelearning #datascience

5 min read

likhitha manikonda

Dec 17

Feature Scaling

#beginners #tutorial #machinelearning #datascience

2 min read

likhitha manikonda

Oct 30

🐍 Streamlit for Absolute Beginners: Build Web Apps with Just Python

#python #beginners #webapp #programming

2 min read

Cover image for 🟦🟩 Blue/Green Deployment Strategy

likhitha manikonda

Oct 30

🟦🟩 Blue/Green Deployment Strategy

#bluegreen #automation #devops #beginners

3 min read

Cover image for 📝 Build a To-Do List App with Flask and Jinja2 — A Beginner’s Guide

likhitha manikonda

Oct 30

📝 Build a To-Do List App with Flask and Jinja2 — A Beginner’s Guide

#beginners #tutorial #python #webdev

3 min read

Cover image for 🚀 Beginner's Guide to Flask Web Development

likhitha manikonda

Oct 29

🚀 Beginner's Guide to Flask Web Development

#python #flask #machinelearning #programming

3 min read

Cover image for 🧠 Memory Management in Python: A Beginner’s Guide

likhitha manikonda

Oct 29

🧠 Memory Management in Python: A Beginner’s Guide

#programming #python #beginners #tutorial

3 min read

Cover image for 🐍 Python Multithreading vs Multiprocessing: A Beginner's Guide

likhitha manikonda

Oct 27

🐍 Python Multithreading vs Multiprocessing: A Beginner's Guide

#beginners #tutorial #performance #python

3 min read

likhitha manikonda

Oct 25

🐍 Mastering Python Logging: A Beginner's Guide

#python #machinelearning #beginners #programming

3 min read

likhitha manikonda

Oct 25

🗄️ SQLite3 in Python

#tutorial #beginners #python #sql

4 min read

Cover image for 🎨 Data Visualization with Seaborn – A Beginner’s Guide

likhitha manikonda

Oct 25

🎨 Data Visualization with Seaborn – A Beginner’s Guide

#datascience #tutorial #beginners #python

3 min read

Cover image for 📊 Data Visualization with Matplotlib: A Beginner’s Guide

likhitha manikonda

Oct 25

📊 Data Visualization with Matplotlib: A Beginner’s Guide

#python #matplotlib #webdev #machinelearning

4 min read

likhitha manikonda

Oct 25

📚 Reading Data from Various Data Sources Using Pandas: A Beginner’s Guide

#datascience #tutorial #beginners #python

3 min read

Cover image for Data Manipulation With Pandas And Numpy

likhitha manikonda

Oct 25

Data Manipulation With Pandas And Numpy

#datascience #tutorial #beginners #python

4 min read

Cover image for Pandas DataFrame And Series

likhitha manikonda

Oct 25

Pandas DataFrame And Series

5 min read

likhitha manikonda

Oct 25

NumPy in Python

#beginners #python #tutorial

3 min read

Cover image for Data Analysis with Python — Beginner Friendly Guide 📊🐍

likhitha manikonda

Oct 24

Data Analysis with Python — Beginner Friendly Guide 📊🐍

#ai #python #tutorial #analytics

2 min read

Cover image for Java vs Python for Beginners: A Syntax Perspective

likhitha manikonda

Oct 21

Java vs Python for Beginners: A Syntax Perspective

#beginners #java #programming #python

15 min read

Cover image for How to Evaluate ML Models Step by Step

likhitha manikonda

Oct 19

How to Evaluate ML Models Step by Step

2 min read

likhitha manikonda

Oct 19

📘 How to Know if Your Data is Linear, Non-Linear, or Complex

#datascience #python #tutorial #machinelearning

1 min read

Cover image for How to Check If Random Forests Work for Your Dataset

likhitha manikonda

Oct 19

How to Check If Random Forests Work for Your Dataset

#datascience #python #tutorial #machinelearning

2 min read

likhitha manikonda

Oct 19

Random Forest Algorithm

#algorithms #datascience #machinelearning

2 min read

Cover image for Choosing the Right Machine Learning Algorithm

likhitha manikonda

Oct 19

Choosing the Right Machine Learning Algorithm

#algorithms #beginners #tutorial #machinelearning

2 min read

likhitha manikonda

Oct 18

How to check if Ridge Regression And Lasso Regression for Your Dataset

1 min read

Cover image for How to Check if Decision Trees Works for Your Dataset

likhitha manikonda

Oct 18

How to Check if Decision Trees Works for Your Dataset

#beginners #datascience #machinelearning

3 min read

Cover image for Decision Trees Algorithm

likhitha manikonda

Oct 18

Decision Trees Algorithm

#algorithms #datascience #beginners #machinelearning

1 min read

Cover image for How to Check if Logistic Regression Works for Your Dataset

likhitha manikonda

Oct 18

How to Check if Logistic Regression Works for Your Dataset

#beginners #python #tutorial #machinelearning

2 min read

Cover image for Logistic Regression Algorithm

likhitha manikonda

Oct 18

Logistic Regression Algorithm

#datascience #beginners #ai #machinelearning

4 min read

Cover image for How to Check if Linear Regression Works for Your Dataset

likhitha manikonda

Oct 18

How to Check if Linear Regression Works for Your Dataset

#datascience #beginners #tutorial #machinelearning

4 min read

Cover image for Ridge Regression And Lasso Regression

likhitha manikonda

Oct 18

Ridge Regression And Lasso Regression

#beginners #datascience #machinelearning

3 min read

Cover image for Linear regression Algorithm

likhitha manikonda

Oct 18

Linear regression Algorithm

#algorithms #datascience #machinelearning

5 min read

Cover image for Classification Of Machine Learning Algorithms

likhitha manikonda

Oct 18

Classification Of Machine Learning Algorithms

1 min read

Cover image for Types Of Machine Learning Algorithms

likhitha manikonda

Oct 18

Types Of Machine Learning Algorithms

#algorithms #beginners #ai #machinelearning

4 min read

likhitha manikonda

Oct 18

Machine Learning Basics

#ai #beginners #machinelearning

3 min read

Writing Debut

One Year Club