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 2026
    • 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. Himanshi Singh
Himanshi Singh

Himanshi Singh

Author: since 19 Aug, 2020 Article: 100 Claps: 3184

I’m a data lover who enjoys finding hidden patterns and turning them into useful insights. As the Manager - Content and Growth at Analytics Vidhya, I help data enthusiasts learn, share, and grow together. 

Thanks for stopping by my profile - hope you found something you liked :)

Writes on Generative AI Machine Learning Videos Artificial Intelligence Python Python Deep Learning LLMs Intermediate Algorithm ChatGPT Listicle Data Science News Technique Statistics Computer Vision Use Cases Image Structured Data Classification GenAI Tools Interview Prep Large Language Models Maths NLP R Courses Learning Path Programming supertools Analytics Vidhya Business Analytics Career Job Roles Probability Supervised Text Unstructured Data AI Agents Best of Tech Big data Conferences Cyber Security Data Engineering Database Diffusion Models Events Guide Libraries Model Deployment Regression Reinforcement Learning Resource RLHF SQL Unsupervised BeginnerAdvanced More
  • Advanced Computer Vision Deep Learning Videos

    Improving your Deep Learning model using Model Checkpointing(Implementation)- Part 2

    See the implementation of Model checkpointing and you're required to have a little bit of prior knowledge about creating models using Keras

    Himanshi Singh 18 Mar, 2021
    Improving your Deep Learning model using Model Checkpointing(Implementation)- Part 2
  • Advanced Deep Learning Videos

    Improving your Deep Learning model using Model Checkpointing- Part 1

    Model Checkpointing is one of the important concepts of deep learning. Let us deep dive into it and understand it in this article.

    Himanshi Singh 18 Mar, 2021
    Improving your Deep Learning model using Model Checkpointing- Part 1
  • Advanced Computer Vision Deep Learning Image Videos

    How Do Computers Store Images?

    Learn about pixel values and find out how images are stored on a computer in the two most common image storage formats - Grayscale and RGB.

    Himanshi Singh 29 May, 2023
    How Do Computers Store Images?
  • Advanced Deep Learning Maths Videos

    Variants of Gradient Descent Algorithm

    This article is focused on the types of gradient descent algorithm that is essential for understanding Deep learning in detail. Start Reading Now!

    Himanshi Singh 07 Nov, 2023
    Variants of Gradient Descent Algorithm
  • Beginner Machine Learning Videos

    Basic Ensemble Techniques in Machine Learning

    Ensemble Technique combines several individual predictive models to come up with the final predictive model for better accuracy

    Himanshi Singh 12 Mar, 2021
    Basic Ensemble Techniques in Machine Learning
  • Advanced Deep Learning Videos

    Forward Propagation and Errors in a Neural Network

    Forward propagation is the first step of training a neural network. In this article, learn about the errors and forward propagation

    Himanshi Singh 12 Mar, 2021
    Forward Propagation and Errors in a Neural Network
  • Beginner Probability Videos

    Axioms of Probability Every Data Scientist Should Know!

    Axioms of probability is one of the fundamental concepts of probability. In this article we understand the 3 axioms of probability in detail

    Himanshi Singh 12 Mar, 2021
    Axioms of Probability Every Data Scientist Should Know!
  • Advanced Machine Learning Maths Python Python

    Data Science 101: Introduction to Cost Function

    Cost function gives the lowest MSE which is the sum of the squared differences between the prediction and true value for Linear Regression

    Himanshi Singh 17 Oct, 2024
    Data Science 101: Introduction to Cost Function
  • Advanced Deep Learning Videos

    Intuition Behind Perceptron for Deep Learning

    Perceptron is one of the most fundamental concepts of deep learning. It is a supervised learning algorithm specifically for binary classifiers

    Himanshi Singh 31 Jan, 2024
    Intuition Behind Perceptron for Deep Learning
  • Advanced NLP Python Python Technique

    Beginners Guide to Regular Expressions in Natural Language Processing

    Regular Expressions are used in various tasks such as data pre-processing, pattern matching, etc. Learn what is a regular expression in NLP

    Himanshi Singh 16 Oct, 2024
    Beginners Guide to Regular Expressions in Natural Language Processing

Previous 1 … 7 8 9 10 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

Wrong OTP.

Enter the OTP

Resend OTP

Resend OTP in 45s