Advanced Data Science Course
The Advanced Data Science Bootcamp by TechinUK is an intensive, project-driven programme designed for learners who already understand the fundamentals and want to advance into high-level data science roles. Through live instructor-led sessions and real-world datasets, you will learn advanced machine learning, deep learning, big data processing, cloud-based pipelines, and MLOps.
You will work on multiple portfolio-ready projects using Python, TensorFlow, PyTorch, Spark, and modern cloud tools, gaining practical experience in building, deploying, and evaluating production-grade models. By the end of the bootcamp, you will have the skills to solve complex data challenges and compete for advanced roles in the UK job market including Data Scientist, ML Engineer, and AI Specialist.
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Week 1. Advanced Python for Data Science
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Module 2. Data Manipulation with Pandas and NumPy
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Module 3. Data Engineering Foundations
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Week 2. Statistics and Probability for Data Science
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Module 5. Probability and Distributions
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Module 6. Bayesian Statistics
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Week 3. Advanced Machine Learning
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Module 8. Unsupervised Learning
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Module 9. Feature Engineering Techniques
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Week 4. Deep Learning Foundations
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Module 11. Computer Vision Techniques
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Module 12. Natural Language Processing
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Week 5. Data Engineering and Big Data Tools
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Module 14. Databases for Data Science
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Module 15. Cloud Platforms and MLOps Foundations
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Week 6. Advanced Applied Machine Learning
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Module 17. Recommendation Systems
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Module 18. Optimization and A B Testing
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Week 7. Real World Data Projects
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Module 20. Building Production Ready Pipelines
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Module 21. Capstone Project Workday
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Week 8. Capstone and Industry Preparation
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Module 23. Interview Preparation and Portfolio Development
Advanced Data Science Programme by TechinUK
Overview
The Advanced Data Science Programme by TechinUK helps experienced learners grow into senior data science and machine learning roles. The training focuses on real projects, practical skills and tools used across UK companies. Each part of the programme teaches you how to work with large datasets, build models, test them, deploy them and improve their performance.
Industry Focus
UK employers want data scientists who can solve real business problems. Because of this, the programme covers advanced Python, statistics, machine learning, deep learning, cloud computing and MLOps. You also work with data from sectors such as finance, retail, healthcare, logistics and technology. These projects prepare you for interviews, coding challenges and portfolio reviews.
Hands On Learning
You learn through live classes, coding sessions and guided labs. Instructors explain complex ideas in simple steps. You practise with libraries like NumPy, Pandas, Scikit-learn, PyTorch and TensorFlow. You also learn to deploy models on AWS, Azure and GCP. As you progress, you build several end-to-end projects that show your skill in real scenarios.
Portfolio Development
Your portfolio is an important part of your success. Therefore, the programme includes projects such as customer segmentation, fraud detection models, time-series forecasting, NLP automation, computer vision tasks and AI-powered recommendation systems. These projects help you show your abilities to hiring managers.
Support and Guidance
You study with expert instructors who work as data scientists and machine learning engineers. They offer feedback, career advice and project reviews. You can ask questions in every class, so you never feel stuck. Since the training is fully online, you can join from anywhere in the UK.
Key Features
• Live instructor-led advanced data science classes
• Strong focus on machine learning, deep learning and MLOps
• Real datasets across major UK industries
• Guided portfolio projects
• Cloud deployment on AWS, Azure and GCP
• Career support and interview preparation
• Fully virtual learning
