PyTorch Basics
PyTorch Basics: A Comprehensive Guide Introduction to PyTorch PyTorch is an open-source deep learning framework developed by Facebook’s AI Research (FAIR) lab. It provides an easy-to-use platform for tensor computations,….
Tag: AI
TensorFlow Basics
TensorFlow Basics: A Comprehensive Guide Introduction to TensorFlow TensorFlow is an open-source machine learning framework developed by Google for building and deploying machine learning (ML) and deep learning models. It….
Kubernetes for Scalable ML Models
Kubernetes for Scalable ML Models: A Comprehensive Guide Introduction to Kubernetes for Machine Learning Kubernetes (K8s) is an open-source container orchestration platform that automates the deployment, scaling, and management of….
Apache Spark for Big Data Analytics
Apache Spark for Big Data Analytics: A Comprehensive Guide Introduction Apache Spark is an open-source, distributed computing framework designed for big data processing and analytics. It is one of the….
Sentiment Analysis with Python
Sentiment Analysis is a Natural Language Processing (NLP) technique used to determine whether a given text expresses a positive, negative, or neutral sentiment. Installing Required Libraries pip install nltk textblob….
Working with MongoDB in Data Science
Working with MongoDB in Data Science: A Comprehensive Guide Introduction MongoDB is a NoSQL database that is widely used in data science for handling large-scale, semi-structured, and unstructured data. Unlike….
NLP with Python and NLTK
Natural Language Processing (NLP) is a field of Artificial Intelligence that enables computers to understand, interpret, and respond to human language. Installing Required Libraries pip install nltk Step 1: Importing….
Reinforcement Learning in Python
Reinforcement Learning (RL) is a type of machine learning where an agent learns to make decisions by interacting with an environment to maximize rewards. Key Terms in RL Installing Required….
Working with PyTorch
PyTorch is an open-source machine learning and deep learning framework developed by Facebook AI. It provides dynamic computation graphs, making it easier to modify models during runtime. PyTorch is widely….
Working with TensorFlow
TensorFlow is an open-source machine learning and deep learning framework developed by Google. It allows developers to build, train, and deploy AI models efficiently. It supports both CPU and GPU….