Machine Learning Specialist Applied to BI Course
What will I learn?
Elevate your Business Intelligence expertise with our Machine Learning Specialist Applied to BI Course. Dive into data preprocessing, mastering cleaning, transformation, and normalisation techniques. Explore data understanding through exploratory analysis and time series insights. Learn to forecast using ARIMA, SARIMA, and LSTM models, and enhance your skills in model training, evaluation, and optimisation. Gain proficiency in feature engineering and reporting, empowering you to make data-driven decisions with confidence.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data cleaning: Ensure accurate, reliable datasets for analysis.
Conduct exploratory analysis: Uncover insights and trends in data.
Implement forecasting models: Predict future trends with precision.
Optimise model performance: Enhance accuracy through hyperparameter tuning.
Engineer time-based features: Improve model predictions with advanced techniques.
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.