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Advanced Machine Learning Course

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What will I learn?

Take yer Business Intelligence skills up a notch with our Advanced Machine Learning Course. Get stuck in to data exploration techniques, become a dab hand at predictive analysis, and learn how to make sense of model predictions properly. Get the hang of time series forecasting with ARIMA, Prophet, and LSTM models. Get better at model training, evaluation, and tweaking the hyperparameters. This course is full of practical, top-notch stuff designed to give you the tools you need to make decisions based on data that really matter.

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 the hang of data exploration: Uncover insights with EDA and visualisation tools.

Predictive analysis skills: Make sense of model predictions and report on them properly.

Time series expertise: Learn ARIMA, Prophet, and LSTM models for forecasting.

Model evaluation techniques: Use cross-validation and performance metrics.

Hyperparameter tuning: Tweak models with grid search and Bayesian methods.

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.