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AI And Machinelearning Course

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What will I learn?

Boost your Business Intelligence career with our AI and Machine Learning Course, built for professionals looking for practical, top-notch learning. Get to grips with feature selection, data preprocessing, and model optimisation techniques. Get stuck in with leading frameworks like PyTorch, Scikit-learn, and TensorFlow. Learn to document and report on projects properly, making sure data insights are communicated clearly. This course will empower you to improve model performance and make data-driven decisions with confidence.

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

Master feature selection: Optimise data with dimensionality reduction and correlation.

Enhance data preprocessing: Sort out missing data and encode categorical variables.

Utilise ML frameworks: Build models with PyTorch, Scikit-learn, and TensorFlow.

Optimise models: Improve performance through hyperparameter tuning and experimentation.

Document projects: Create comprehensive reports and explain model evaluations.

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.