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Python AI ML Course

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What will I learn?

Unlock the power of Python in AI and ML with our comprehensive course tailored for Business Intelligence professionals. Dive into data pre-processing, mastering techniques like handling missing data and outlier detection. Enhance your forecasting skills with LSTM, ARIMA, and Prophet models. Learn to optimize models through hyperparameter tuning and grid search. Gain expertise in feature engineering and data exploration, and confidently interpret and report results. Elevate your BI career with practical, high-quality insights.

Apoia's Unique Features

Online and lifetime access to courses
Certificate compliant with educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you want to study
Set your course workload
Instant feedback on practical activities
Study anytime, no internet required

Develop skills

Strengthen the development of the practical skills listed below

Master data pre-processing: Handle missing data, normalize, and detect outliers.

Analyze model predictions: Interpret results and create insightful reports.

Forecast with time series: Utilize LSTM, Prophet, and ARIMA models effectively.

Engineer features: Incorporate domain knowledge and evaluate feature importance.

Optimize models: Perform hyperparameter tuning and conduct grid/random searches.

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.