Numerique Academy

🚀 Advanced Artificial Intelligence CourseMaster the intelligence behind the world's smartest systems.Take your AI skills to the next level with this hands-on, project-based course designed for professionals, developers, and data scientists who are ready to move beyond the basics and dive deep into advanced AI techniques.<h3>🔍 What You'll Learn</h3><ul><li>✅ Supervised Learning<ul><li>Build accurate classification models</li><li>Understand decision boundaries, model evaluation, and optimization</li></ul></li><li>✅ Unsupervised Learning<ul><li>Discover patterns and clusters in unlabeled data</li><li>Implement real-world clustering and dimensionality reduction techniques</li></ul></li><li>✅ Convolutional Neural Networks (CNNs)<ul><li>Explore deep learning for image recognition and computer vision</li><li>Build and train CNN models from scratch</li></ul></li><li>✅ Natural Language Processing (NLP)<ul><li>Understand how machines process and interpret human language</li><li>Work with tools like tokenization, word embeddings, and transformers</li></ul></li><li>✅ Reinforcement Learning<ul><li>Create simple agents that learn from their environment</li><li>Learn about rewards, policies, and training strategies</li></ul></li></ul>

Introduction to AI and Machine Learning

Building a Classification Model With Supervised Learning

Intro to Unsupervised Learning Building an Unsupervised learning Model

Understanding Convolutional Neural Networks

Introduction To Natural Language Processing

Building A Simple Reinforcement Learning Model & Its Techniques

Module 1: Introduction

Introduction To GAN's, Building A GAN Project

Introduction To Transfer Learning Building A Transfer Learning Project

Understanding Data Pre-processing & Feature Engineering

Introduction To Hyperparameter Tuning & Building A Pipeline

Intro to Cloud Computing: Deploying Your AI Model to the Cloud

Intro to NLP & Its Applications: Building a ChatGPT-Like AI Model

Intro to Speech Recognition & Synthesis: Build a Speech AI Model

Intro to Time Series Analysis: Building a Forecasting AI Model

Intro to Recommender Systems: Building Your Own Recommendation Engine

Intro to AI in Business: Building a Fraud Detection Model

In this paid module, you'll explore how AI is transforming business operations. Learn to build a fraud detection model using real-world data, apply machine learning techniques, and understand AI’s role in decision-making. Perfect for professionals aiming to apply AI in business.

Module 2

Intro to AI in Education: Build an AI-Powered Learning Tool

Intro to Explainable AI (XAI): Building an Interpretable Model

Intro to AI Ethics & Bias: Understanding Ethical AI Importance

Course Conclusion, Recap & Interactive Q&A Session

Bonus Session 1

Bonus Session 2

In Module 3, you'll dive into unsupervised learning techniques to uncover hidden patterns in data. Learn how to build models like clustering and dimensionality reduction, enabling you to analyse complex datasets without labelled outcomes. Perfect for expanding your AI toolkit and tackling real-world challenges.

Module 3

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AI Mastery Program: Building Intelligent Systems