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Full Stack Data Scientist Course

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What will I learn?

Give your Business Intelligence career a boost with our Full Stack Data Scientist Course. Get to grips with essential skills like data preprocessing, exploration, and picking the right machine learning model. Learn how to understand the results, give insights that you can actually use, and fine-tune models for top-notch performance. Delve into techniques for handling retail analytics, stock management, and marketing strategies. This to-the-point, quality course will help you turn raw data into strategic business decisions, and you can do it all at your own speed.

Apoia's Advantages

Online and lifetime access to courses
Certificate aligned with educational standards
Printable PDF summaries
Online support always available
Select and arrange the chapters you'd like to study
Set your own course workload
Instant feedback on practical activities
Study at your convenience, no internet required

Develop skills

Strengthen the development of the practical skills listed below

Get to grips with data preprocessing: Clean, normalise, and encode data efficiently.

Explore data insights: Analyse retail variables and sales data effectively.

Fine-tune models: Boost performance with hyperparameter tuning techniques.

Implement machine learning: Use 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.