AI & Machine Learning Course
Unlock the Power of AI & Machine Learning! Imagine building intelligent systems that can learn, adapt, and make decisions like humans—but faster and more accurately. From neural networks to natural language processing, you will master the tools and techniques that are reshaping industries and creating unprecedented opportunities.
Artificial Intelligence & Machine Learning
50,000 NGN
Techxos powers your rise: Build real-world AI applications (think chatbots, recommendation systems, or computer vision), learn from industry pros who have foiled cybercrime rings, and join a network of innovators obsessed with pushing the boundaries of what is possible. Dive into deep learning, natural language processing, and computer vision, while earning certifications that scream, hire me. Ready to shape the future? Enroll now and start building the next generation of AI—one algorithm at a time. 🤖🧠🚀
AI & Machine Learning Virtual (Start Date: Tues 13th-May-2025)
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AI & Machine Learning Intensive(16-Week Career-Ready Program)
Weeks 1-3: AI Foundations
- ✓Python for AI (NumPy, Pandas 3.0)
- ✓Linear Algebra & Calculus Essentials
- ✓ML Concepts & Workflow (CRISP-DM 2.0)
- ✓Kaggle Basics & Data Ethics
- Project: EDA on COVID-19 Dataset
Weeks 4-5: Data Mastery
- ✓Advanced Feature Engineering
- ✓Data Visualization (Matplotlib 5, Plotly 7)
- ✓Statistical Inference & Testing
- Kaggle: Titanic Survival Prediction
Weeks 6-7: Core ML
- ✓Supervised Learning (XGBoost 3.0)
- ✓Unsupervised Techniques (UMAP, t-SNE)
- ✓Model Evaluation Metrics
- Competition: House Prices Prediction
Weeks 8-9: Deep Learning
- ✓TensorFlow 3.0 & Keras API
- ✓CNNs Architectures (EfficientNet V4)
- ✓Transfer Learning Best Practices
- Project: Image Classification
Weeks 10-11: NLP & LLMs
- ✓Transformer Architectures
- ✓Hugging Face Ecosystem
- ✓LLM Fine-tuning (Llama 3, Mistral)
- Project: Chatbot with RAG
Weeks 12-13: MLOps
- ✓MLflow 3.0 & Model Registry
- ✓FastAPI for Model Serving
- ✓Monitoring with Prometheus
- Lab: CI/CD Pipeline for ML
Weeks 14-15: Advanced Systems
- ✓Distributed Training (Ray AI)
- ✓AWS SageMaker 2025
- ✓Edge AI with TensorFlow Lite
- Project: Cloud Deployment
Week 16: Capstone
✅ Build YowaPay a voice-first AI Fintech app for accessing loans
✅ Build a Text-to-Speech Chatbot
✅ Model Optimization & Explainability
✅ Production Deployment
Deliverables:
- Deployed AI Application
- Technical Documentation
- Model Card & Ethics Report
- Kaggle Grandmaster Prep
- Career Portfolio Review