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AI Python Course

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What will I learn?

Unlock the power of AI for business intelligence with our AI Python Course. Get stuck in to model training and evaluation, mastering techniques like train-test split and hyperparameter tuning. Boost your data analysis skills using Python libraries like Pandas and NumPy. Explore advanced forecasting models, including ARIMA and LSTM, and learn to implement projects with proper reporting. Improve your data visualization skills with Seaborn and Matplotlib. Change your career with practical, high-quality insights made for BI professionals.

Apoia's Unique Features

Online course with lifetime access
Certificate aligned with educational standards
Printable PDF summaries
Online support always available
Select and arrange the chapters you wish to study
Customize your course workload
Instant feedback on practical activities
Study anytime, no internet connection required

Develop skills

Enhance the growth of the practical skills listed below

Master Python for data manipulation using Pandas and NumPy.

Implement AI models like ARIMA, Prophet, and LSTM for forecasting.

Engineer features for time series with lag and rolling statistics.

Evaluate models with metrics like MAE and RMSE.

Create proper visual reports with Seaborn and Matplotlib.

Suggested summary

Workload: between 4 and 360 hours

Before starting, you can modify the chapters and the workload.

  • Select which chapter to commence with
  • Add or remove chapters
  • Increase or decrease the 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 growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.