Machine Learning Specialist Applied to BI Course
What will I learn?
Enhance your Business Intelligence skills with our Machine Learning Specialist Course Applied to BI. Delve into data preprocessing, mastering techniques for cleaning, transforming, and normalising data. Explore data understanding through exploratory analysis and time series insights. Learn to forecast using ARIMA, SARIMA, and LSTM models, and improve your abilities in model training, evaluation, and optimisation. Develop proficiency in feature engineering and reporting, enabling you to make data-driven decisions with assurance.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master data cleaning: Ensure accurate and dependable datasets for analysis.
Conduct exploratory analysis: Discover key insights and trends within the data.
Implement forecasting models: Accurately predict future trends.
Optimise model performance: Improve accuracy through hyperparameter tuning.
Engineer time-based features: Refine model predictions using advanced methods.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify 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 provides practical and relevant knowledge for your professional journey.