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Python And Machine Learning Course

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What will I learn?

Unlock the power of Python and Machine Learning with our comprehensive course, specifically designed for technology professionals. Delve into feature engineering strategies, master model training and evaluation, and explore data visualisation using Matplotlib. Learn data collection techniques, preprocessing methods, and model selection. Enhance your skills with model optimisation techniques, including hyperparameter tuning and cross-validation. This course provides practical, top-quality content to boost your career in tech.

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 engineering: Develop and optimise data features for models.

Evaluate models: Use metrics and validation to assess model performance.

Conduct data analysis: Visualise and identify patterns using Matplotlib.

Preprocess data: Clean, normalise, and handle missing data effectively.

Optimise algorithms: Tune hyperparameters for superior model accuracy.

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.