Shipra Saxena- (shipra_saxena), Author at Analytics Vidhya

Advanced Computer Vision Deep Learning Image Analysis Videos

Introduction to Image Segmentation for Data Science

Image segmentation is the task of partitioning an image based on the objects present. Lets understand image segmentation for data science

Shipra Saxena 30 Mar, 2021
Advanced Computer Vision Deep Learning

Introduction to The Architecture of Alexnet

AlexNet architecture: 8 layers, 62.3M parameters, ReLU, dropout, convolution, and deep learning advancements for image recognition.

Shipra Saxena 01 May, 2025
Advanced Computer Vision Deep Learning Image Analysis Videos

The Architecture of Lenet-5

Lenet-5 is one of the earliest pre-trained models proposed by Yann LeCun and others in the year 1998. Learn about Lenet 5 architecture here.

Shipra Saxena 01 May, 2025
Advanced Deep Learning Videos

Introduction to Gated Recurrent Unit (GRU)

Learn about the Gated Recurrent Unit (GRU) and its advantages over traditional RNN and LSTM models for sequence modeling in AI.

Shipra Saxena 01 May, 2025
Advanced Deep Learning Videos

What is LSTM? Introduction to Long Short-Term Memory

Explore LSTM, its architecture, gates, and understand its advantages over RNNs. Learn about bidirectional LSTMs and their applications!

Shipra Saxena 01 May, 2025
Beginner Data Visualization Structured Data Tableau Technique

Create Your First Dashboard in Tableau

In this article, we are going to design our first dashboard in Tableau to help the superstore team understand the sales number a deeper level

Shipra Saxena 11 Dec, 2023
Advanced Computer Vision Deep Learning Videos

Edge Image Processing Techniques and Methods

Learn about edge image processing and how it helps identify boundaries in images using techniques like Canny and Sobel.

Shipra Saxena 20 Mar, 2025
Advanced Computer Vision Deep Learning Image Analysis Videos

Image Augmentation Techniques for Training Deep Learning Models

Image augmentation techniques help in altering the existing image data to create some more data for the model training process

Shipra Saxena 12 Mar, 2021
Advanced Deep Learning Videos

Introduction to Batch Normalization

Batch normalization is the process to make neural networks faster and more stable through adding extra layers in a deep neural network.

Shipra Saxena 01 May, 2025
Beginner Machine Learning Videos

Beginner’s Guide to Support Vector Machine(SVM)

In this article, we are going to see what is SVM and how SVM works and the different kernel functions used by the algorithm to predict

Shipra Saxena 12 Mar, 2021

Popular Categories

Generative AI Tools and Techniques

Popular GenAI Models

AI Development Frameworks

Data Science Tools and Techniques

Shipra Saxena

Introduction to Image Segmentation for Data Science

Introduction to The Architecture of Alexnet

The Architecture of Lenet-5

Introduction to Gated Recurrent Unit (GRU)

What is LSTM? Introduction to Long Short-Term Memory

Create Your First Dashboard in Tableau

Edge Image Processing Techniques and Methods

Image Augmentation Techniques for Training Deep Learning Models

Introduction to Batch Normalization

Beginner’s Guide to Support Vector Machine(SVM)

Flagship Programs

Free Courses

Popular Categories

Generative AI Tools and Techniques

Popular GenAI Models

AI Development Frameworks

Data Science Tools and Techniques