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Full Stack Data Scientist Course

What will I learn?

Take your Business Intelligence career to the next level with our Full Stack Data Scientist Course. Gain expertise in key skills like data cleaning, exploration, and choosing the right machine learning model. Learn how to understand results, give useful advice, and improve models for better performance. Delve into methods for dealing with retail analytics, stock control, and marketing plans. This focused, excellent course allows you to turn basic data into important business choices, all at your own speed.

Apoia's Unique Features

Accessible online course with lifetime access
Certificate aligned with educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you wish to study
Customize your course workload
Instant feedback on practical activities
Learn at your own pace, no internet required

Develop skills

Enhance your practical skills as listed below

Become skilled in data cleaning: Clean, standardize, and code data effectively.

Explore data insights: Examine retail information and sales data well.

Improve models: Boost performance using hyperparameter tuning methods.

Put machine learning into practice: Use neural networks, regression, and decision trees.

Assess model accuracy: Use measures like precision, recall, and F1-score.

Suggested summary

Workload: between 4 and 360 hours

Before starting, you can adjust the chapters and workload.

  • Choose your starting chapter
  • Add or remove chapters
  • Alter the total course workload

Examples of chapters you can include

You'll be able to generate additional chapters similar to 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 provides practical and relevant knowledge for your career.