Machine Learning Python Course
What will I learn?
Unlock the potential of data with our Machine Learning Python Course, specifically designed for Business Intelligence professionals in India. Delve into data exploration and analysis, master pre-processing techniques, and leverage machine learning algorithms such as linear regression and decision trees. Learn feature engineering, model training, and evaluation, and optimise your models through hyperparameter tuning. Finally, cover model deployment and documentation to ensure your skills are ready for practical, real-world applications in the Indian context. Enrol now to boost your BI capabilities!
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master model deployment: Save, load, and document models for easy integration into systems.
Enhance feature engineering: Develop interaction features and extract valuable insights from date information.
Optimise model training: Implement train-test splits and assess model performance using relevant metrics.
Explore data effectively: Analyse data structures and load datasets efficiently using Pandas.
Refine pre-processing skills: Normalise, scale, and encode categorical data in an optimised manner.
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.