Python For AI Course
What will I learn?
Unlock the real power of Python for AI inside Business Intelligence with our correct course. Enter inside data preprocessing, becoming master with correct techniques like scaling, normalizing, and encoding. Explore how to load and analyze data, handle missing values well-well, and use CSV files to your advantage. Move forward with time series forecasting using ARIMA, LSTM, and Prophet models. Sharpen your skills for model training, hyperparameter tuning, and checking how the model dey perform. Create visualizations wey go make impact and generate future sales predictions. Carry your BI skills to another level with practical, high-quality learning.
Apoia's Unique Features
Develop skills
Enhance your practical skills as listed below
Master data preprocessing: Scale, normalize, and encode so your AI models go dey top-notch.
Conduct exploratory data analysis: Find hidden insights and handle missing values like a pro.
Implement time series models: Use ARIMA, LSTM, and Prophet to predict correct-correct forecasts.
Optimize model performance: Split data, tune hyperparameters, and check results to see how e dey go.
Visualize and document insights: Create visuals wey go scatter ground and complete documentation.
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.