AI and Machine Learning Mastery: From Beginner to Pro
Course Overview
Artificial Intelligence (AI) and Machine Learning (ML) are transforming industries, enabling smarter decision-making, automation, and innovation across all sectors. **AI and Machine Learning Mastery: From Beginner to Pro** is a comprehensive programme designed to equip participants with the skills, tools, and practical knowledge needed to build, train, and deploy intelligent systems.
This intensive course covers **AI concepts, machine learning models, data handling, neural networks, deep learning, and real-world applications**, enabling learners to progress from foundational understanding to advanced mastery.
Course Objectives
Participants will be able to:
1. Understand the core principles of AI, machine learning, and data-driven systems.
2. Work with supervised, unsupervised, and reinforcement learning techniques.
3. Build, train, and evaluate ML models using industry-standard tools.
4. Understand neural networks, deep learning, and modern AI architectures.
5. Apply AI and ML to real-world problems using practical datasets.
6. Deploy models using cloud services and production-ready pipelines.
Learning Outcomes
After completing this course, participants will be able to:
* Clean, process, and analyze datasets for ML development.
* Build predictive models and evaluate their performance.
* Apply deep learning frameworks for image, speech, and text processing.
* Create AI solutions for business, research, and automation needs.
* Deploy machine learning models using cloud platforms and APIs.
Who Should Attend
* Data Analysts, Programmers & IT Professionals
* Students entering AI or data science fields
* Engineers & Research Professionals
* Business Leaders exploring AI-driven solutions
* Anyone seeking a complete beginner-to-advanced pathway in AI & ML
Course Outline (5 Days)
Day 1 – AI & Machine Learning Foundations
* What is AI? Types and applications
* Machine learning concepts and workflows
* Understanding datasets, features, and labels
* Hands-on: Introduction to ML tools (Python, Jupyter, Scikit-learn)
Day 2 – Building Machine Learning Models
* Supervised learning: Regression & Classification
* Unsupervised learning: Clustering & Dimensionality Reduction
* Model training, testing, and cross-validation
* Hands-on: Building predictive ML models
Day 3 – Deep Learning & Neural Networks
* How neural networks work
* Activation functions, loss functions, and optimizers
* Introduction to CNNs, RNNs, and DNNs
* Hands-on: Building a simple neural network
Day 4 – AI Tools, Automation & Applied Projects
* Natural Language Processing (NLP)
* Computer Vision basics
* AI for automation and real business applications
* Hands-on: Mini-project based on real datasets
Day 5 – Deployment, Scaling & Best Practices
* Deploying models with cloud platforms (AWS, GCP, Azure)
* APIs, containers, and production pipelines
* Ethical AI, privacy, and responsible development
* Action Plan: Building a complete AI project from start to finish
Certification
Participants will receive the
**Certificate in AI and Machine Learning Mastery**
from **KE Leaders Training Centre, London**, validating their advanced understanding of AI development and implementation.
Key Benefits
✔ Move from beginner to professional-level AI skills
✔ Build and deploy real machine learning models
✔ Learn modern AI and deep learning techniques
✔ Gain practical experience with hands-on projects
✔ Use AI tools to solve real business and research problems
Contact Info:
Enquiry at : admin@keleaders.com
Whatsapp: 0044 790 125 9494
For more details visit our website : www.keleaders.com
