Top liveProjects—JUST $10 EACH!Build a Custom Chatbot Using LangChain and ChatGPT
Deliver a chatbot capable of everything from troubleshooting tech issues to answering queries about product specifications. You'll integrate GPT-3.5 into a chatbot to understand user questions and retrieve related embeddings, utilize ChromaDB to manage storage and retrieval, and then deploy the whole system via Streamlit. [Read more]
Put on your data scientist hat for this series of liveProjects! In each project, you'll focus on different machine learning (ML) and deep learning (DL) mathematical approaches—including Bayes' theorem, principal component analysis (PCA), cosine similarity, latent semantic analysis, and backpropagation through the lens of a company looking to understand and improve its own sustainability. [Read more]
Transformers and Explainable AI for Computer Vision
In this series of liveProjects, you'll join up with four different computer vision companies to explore computer vision models powered by the latest deep learning architectures. tarting with a classifier to detect brain tumors, you'll move on to a segmentation algorithm, an object detection application, and implement explainability. [Read more]
New liveProjects—JUST $10 EACH!Vision Models for Classification and YOLO Segmentation
Build an AI pipeline to help wildlife organizations identify and monitor elephants in images. You'll create a CNN to classify Asian vs. African elephants, improve accuracy with transfer learning (Xception and MobileNet), and use YOLOv8 segmentation for precise detection and localization, gaining hands-on experience with CNNs, transfer learning, and real-world computer vision. [Read more]
AI-Powered Document Assistant: From Text to Insights
Build an AI-powered document assistant that helps Strategic Insights Partners process large volumes of unstructured business documents. Using OpenAI's API, Python, and tools like PyPDF2 and pandas, you'll implement text extraction, RAG-based question answering, vector search, and interactive dashboards, delivering a client-ready app that turns complex documents into actionable insights. [Read more]
Mastering Algorithms: From Smart Search to Stock Trading
Algorithms power problem-solving in programming and are key for efficient coding and technical interviews. In this liveProjects series, you'll join an IT team improving company systems by building seven practical tools including a file search tool, budget planner, route optimizer, trading bot, recommender, and chatbot. [Read more]
From Prompts to an Agentic System
As the public face of an organization, a chatbot reflects its values and character. In this liveProject series, you'll help a local pet refuge by building an AI-powered assistant that shares its knowledge and compassion. Starting with prompt engineering and persona design, you'll add curated search, multi-use case handling, and callback scheduling using OpenAI's API, LangChain, and LangGraph. By the end, you'll have a sophisticated AI agent capable of empathetic, 24/7 pet care guidance with intelligent routing. [Read more]
Build Your LLM and Fine-Tune it for Real Tasks Classic methods with modern AI tools
In this liveProject series, you'll take on the role of a data scientist at X Education, tasked with building a self-hosted LLM to cut costs and boost productivity. You'll code the Llama 3.2 architecture from scratch to master transformers, then work to fine-tune it for lead classification for the marketing team, and adapt it for HTML code generation to support your overworked developer colleagues. [Read more]
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