Advanced Machine Learning Course
What will I learn?
Improve your Business Intelligence skills with our Advanced Machine Learning Training. You go learn how to explore data well-well, become a master in predicting things, and understand how to explain what the model is telling you. You go gain know-how in forecasting time series using ARIMA, Prophet, and LSTM models. You go become better in training models, checking how good they are, and tuning them to work properly. This training is practical and the content is top quality, made to give you the tools you need to make good decisions based on data.
Apoia's Unique Features
Develop skills
Enhance the practical skills listed below
Master how to explore data: Find hidden things using EDA and picture tools.
Skills in predicting things: Understand and tell people what the model is predicting properly.
Know-how in time series: Learn ARIMA, Prophet, and LSTM models for predicting future things.
Ways to check model performance: Use cross-validation and different scores to see how good the model is.
Tuning models: Make models work better using grid search and Bayesian methods.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, feel free to 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 akin to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.