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Course: Docker for AI Apps Level: Medium to Advanced Type: Individual Duration: 7 to 10 days Objective This assignment tests your ability to design and operate a multi-container Docker system for an AI application. You will configure container-to-container networking using a user-defined bridge network, orchestrate a multi-service stack with Docker Compose, build and containerize a FastAPI AI REST API with session management and health checks, apply Docker best practices incl

Course: RAG from Scratch Level: Medium to Advanced Type: Individual Duration: 7 to 10 days Objective This assignment tests your ability to build the retrieval and generation stages of a RAG pipeline from scratch. You will implement cosine similarity without external vector search libraries, build a similarity search function, design a grounding-focused prompt template, and assemble a complete end-to-end RAG system that retrieves context and generates accurate, grounded answer

Learn how Codersarts helps developers and students transform ideas into live SaaS applications through guided product development, structured workflows, and real-world deployment support.

Codersarts helps enterprises build scalable, secure, and intelligent SaaS products — powered by AI and machine learning. Unlocking real-world AI applications for enterprises — and empowering solo builders to turn their vision into reality In today’s fast-paced business environment, organisations are no longer asking  “Should we do AI?”  — they are asking  “How do we do AI effectively, quickly and scalably?”  Meanwhile, individual developers and solo entrepreneurs are asking 

Are you looking to build a high-value Software as a Service (SaaS) product that solves a massive pain point in enterprise knowledge management? The challenge of information overload is rampant, especially when dealing with extensive corporate documents like policies and contracts. Imagine the reality for an HR manager: an employee asks a simple question about a company policy that spans around 200 pages. The typical response involves spending 15, 20, or even 30 minutes search

Knowledge workers waste 19% of their time searching for information. Enterprise RAG Systems change that—delivering instant, accurate answers from your documents with verifiable sources. Discover how hybrid search, multi-document intelligence, and hallucination prevention turn scattered institutional knowledge into your competitive advantage.

Are you spending 15+ hours piecing together research papers, code, and presentations for every project? Multi-agent AI research...

In today’s data-driven healthcare environment, regulatory bodies like the U.S. Food and Drug Administration (FDA) maintain massive...

Master the skills that Fortune 500 companies are desperately seeking – and get ahead of 90% of data scientists who only know theory Why...

Project Objective: Develop a web-based application that aids students and faculty in managing, analyzing, and extracting insights from...

Dear Researcher, Welcome to our AI & ML Research Paper Code Implementation blog series. In this series, we will discuss the exploration...

Time series forecasting is a crucial component of data science, especially when dealing with sales data. It involves predicting future...

Welcome to the first episode of Codersarts Research Lab: AI & ML! In this blog, we dive into the implementation of an ECG medical...

Project Overview This project aims to develop an Intrusion Detection System (IDS) using machine learning techniques to enhance network...

Project Overview The goal of this project is to build a pipeline that extracts titles and abstracts from research papers, formats the...

MLOps, short for Machine Learning Operations, is a set of practices and principle that focuses on streamline and integrate the process...

Welcome, fellow data and algorithm explorers! The journey through a Master's thesis in Data Science, Machine Learning, and AI can be...

Build a strong portfolio to showcase your skills and experience with Codersarts. Are you a student or machine learning developer/engineer...

Looking for reliable and accurate decision tree assignment help? Our team of experienced data scientists can provide comprehensive...

Background Cab booking system is the process where renting a cab is automated through an app throughout a city. Using this app people can...