Full Stack Data Scientist Course
What will I learn?
Elevate your Business Intelligence career with our Full Stack Data Scientist Course. Master essential skills like data preprocessing, exploration, and machine learning model selection. Learn to interpret results, provide actionable insights, and optimise models for superior performance. Dive into techniques for handling retail analytics, inventory management, and marketing strategies. This concise, high-quality course empowers you to transform raw data into strategic business decisions, all at your own pace.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data preprocessing: Clean, normalise, and encode data efficiently.
Explore data insights: Analyse retail variables and sales data effectively.
Optimise models: Enhance performance with hyperparameter tuning techniques.
Implement machine learning: Apply neural networks, regression, and decision trees.
Evaluate model accuracy: Use precision, recall, and F1-score metrics.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.