Master Generative AI with 10+ Real-world Projects in 2025!

  • d
  • :
  • h
  • :
  • m
  • :
  • s
Analytics Vidhya
  • Free Courses
  • Learning Paths
  • GenAI Pinnacle Plus New
  • Agentic AI Pioneer
  • DHS 2025
    • Switch Mode
    • Logout
Interview Prep
Career
GenAI
Prompt Engg
ChatGPT
LLM
Langchain
RAG
AI Agents
Machine Learning
Deep Learning
GenAI Tools
LLMOps
Python
NLP
SQL
AIML Projects
  1. Dashboard
  2. Blog
  3. Amrutha
Amrutha

Amrutha

Author: since 04 Jan, 2022 Article: 31 Claps: 208

This is Amrutha, I am pursuing B.Tech in the Computer science Department. I am interested in developing ML Models with python and Data Analysis. And also I have an interest in Web Development. I hope my articles in Analytics Vidhya help you to learn better. Thank you!!

Writes on Python Python Machine Learning Guide Algorithm Computer Vision NLP Artificial Intelligence Datasets Deep Learning Libraries GANs Interview Prep SQL Advanced Best of Tech Blockchain Classification Cloud Computing Data Science Image Image Analysis Sentiment Analysis Structured Data AWS BERT chatbot ChatGPT Cryptocurrency Data Engineering Data Visualization Data Warehouse Database Generative AI Learning Path Maths MongoDB Probability Recommendation Technique Text Unstructured Data BeginnerIntermediate More
  • Beginner Deep Learning GANs Python Python

    How GANs Craft Artificial Celebrity Identities?

    In this article, understand how GANs craft artificial celebrity personas and witness the magic of deep learning models.

    Amrutha 26 Oct, 2023
    How GANs Craft Artificial Celebrity Identities?
  • Artificial Intelligence Computer Vision Guide Image Intermediate

    Pix2Pix Unleashed – Transforming Images with Creative Superpower

    Discover Pix2Pix, a cutting-edge image-to-image translation technique that empowers artists to unleash their creative superpower.

    Amrutha 17 Nov, 2023
    Pix2Pix Unleashed – Transforming Images with Creative Superpower
  • Computer Vision Guide Machine Learning NLP Recommendation

    Mastering Transfer Learning: A Rock-Paper-Scissors Case Study

    Unlock the power of transfer learning with our Rock-Paper-Scissors case study. Master AI techniques for dynamic image classification.

    Amrutha 12 Oct, 2023
    Mastering Transfer Learning: A Rock-Paper-Scissors Case Study
  • Beginner Classification Generative AI Guide NLP

    Revolutionizing Text Summarization: Exploring GPT-2 and XLNet Transformers

    Explore different variants of GPT-2 and XLNet transformers and learn about text summarization and the transformer model.

    Amrutha 11 Aug, 2023
    Revolutionizing Text Summarization: Exploring GPT-2 and XLNet Transformers
  • Deep Learning GANs Guide Image Image Analysis

    SRGANs: Bridging the Gap Between Low-res and High-res Images 

    In this article, we will learn about the SRGANs and implement it for QR code enhancement with some examples.

    Amrutha 12 Jul, 2023
    SRGANs: Bridging the Gap Between Low-res and High-res Images 
  • BERT Datasets Guide Intermediate Machine Learning

    Building a Multi-Task Model for Fake and Hate Probability Prediction with BERT

    In this article, you will learn to build a multi-task model for probability prediction, fake and hate using BERT.

    Amrutha 06 Jun, 2025
    Building a Multi-Task Model for Fake and Hate Probability Prediction with BERT
  • Algorithm Artificial Intelligence Datasets GANs Guide

    Revolutionizing Fashion: Future of AI with GANs

    This article provides a comprehensive guide to shaping the future of AI with General Adversarial Networks (GANs).

    Amrutha 06 Jun, 2024
    Revolutionizing Fashion: Future of AI with GANs
  • Best of Tech ChatGPT Data Science Intermediate Machine Learning

    How to Build a Machine Learning Model to Distinguish If It’s Human or ChatGPT?

    This article explains how to differentiate between Human or ChatGPT by building the machine learning model for this classification.

    Amrutha 22 Jan, 2024
    How to Build a Machine Learning Model to Distinguish If It’s Human or ChatGPT?
  • Algorithm Beginner Guide NLP Sentiment Analysis

    Amazon Reviews Analysis Using Vader, RoBERTa, and NLTK

    In this article, we will perform sentiment analysis on Amazon product review analysis using the food dataset using Vader, RoBERTa, and NLTK.

    Amrutha 12 Apr, 2023
    Amazon Reviews Analysis Using Vader, RoBERTa, and NLTK
  • Data Engineering Data Warehouse Database Intermediate Interview Prep

    Top 10 SQL Interview Questions With Implementation

    This article explains advanced SQL interview questions from both theoretical and practical perspective for Analytics Interviews.

    Amrutha 20 Jul, 2023
    Top 10 SQL Interview Questions With Implementation

1 2 … 4 Next

Flagship Programs

GenAI Pinnacle Program| GenAI Pinnacle Plus Program| AI/ML BlackBelt Program| Agentic AI Pioneer Program

Free Courses

Generative AI| DeepSeek| OpenAI Agent SDK| LLM Applications using Prompt Engineering| DeepSeek from Scratch| Stability.AI| SSM & MAMBA| RAG Systems using LlamaIndex| Building LLMs for Code| Python| Microsoft Excel| Machine Learning| Deep Learning| Mastering Multimodal RAG| Introduction to Transformer Model| Bagging & Boosting| Loan Prediction| Time Series Forecasting| Tableau| Business Analytics| Vibe Coding in Windsurf| Model Deployment using FastAPI| Building Data Analyst AI Agent| Getting started with OpenAI o3-mini| Introduction to Transformers and Attention Mechanisms

Popular Categories

AI Agents| Generative AI| Prompt Engineering| Generative AI Application| News| Technical Guides| AI Tools| Interview Preparation| Research Papers| Success Stories| Quiz| Use Cases| Listicles

Generative AI Tools and Techniques

GANs| VAEs| Transformers| StyleGAN| Pix2Pix| Autoencoders| GPT| BERT| Word2Vec| LSTM| Attention Mechanisms| Diffusion Models| LLMs| SLMs| Encoder Decoder Models| Prompt Engineering| LangChain| LlamaIndex| RAG| Fine-tuning| LangChain AI Agent| Multimodal Models| RNNs| DCGAN| ProGAN| Text-to-Image Models| DDPM| Document Question Answering| Imagen| T5 (Text-to-Text Transfer Transformer)| Seq2seq Models| WaveNet| Attention Is All You Need (Transformer Architecture) | WindSurf| Cursor

Popular GenAI Models

Llama 4| Llama 3.1| GPT 4.5| GPT 4.1| GPT 4o| o3-mini| Sora| DeepSeek R1| DeepSeek V3| Janus Pro| Veo 2| Gemini 2.5 Pro| Gemini 2.0| Gemma 3| Claude Sonnet 3.7| Claude 3.5 Sonnet| Phi 4| Phi 3.5| Mistral Small 3.1| Mistral NeMo| Mistral-7b| Bedrock| Vertex AI| Qwen QwQ 32B| Qwen 2| Qwen 2.5 VL| Qwen Chat| Grok 3

AI Development Frameworks

n8n| LangChain| Agent SDK| A2A by Google| SmolAgents| LangGraph| CrewAI| Agno| LangFlow| AutoGen| LlamaIndex| Swarm| AutoGPT

Data Science Tools and Techniques

Python| R| SQL| Jupyter Notebooks| TensorFlow| Scikit-learn| PyTorch| Tableau| Apache Spark| Matplotlib| Seaborn| Pandas| Hadoop| Docker| Git| Keras| Apache Kafka| AWS| NLP| Random Forest| Computer Vision| Data Visualization| Data Exploration| Big Data| Common Machine Learning Algorithms| Machine Learning| Google Data Science Agent

Company

  • About Us
  • Contact Us
  • Careers

Discover

  • Blogs
  • Expert Sessions
  • Learning Paths
  • Comprehensive Guides

Learn

  • Free Courses
  • AI&ML Program
  • Pinnacle Plus Program
  • Agentic AI Program

Engage

  • Community
  • Hackathons
  • Events
  • Podcasts

Contribute

  • Become an Author
  • Become a Speaker
  • Become a Mentor
  • Become an Instructor

Enterprise

  • Our Offerings
  • Trainings
  • Data Culture
  • AI Newsletter

Terms & conditions Refund Policy Privacy Policy Cookies Policy © Analytics Vidhya 2025.All rights reserved.

Av Logo White

Continue your learning for FREE

Forgot your password?
Av Logo White

Enter email address to continue

Av Logo White

Enter OTP sent to

Edit

Enter the OTP

Resend OTP

Resend OTP in 45s