Training schedule
IN-COMPANY TRAINING PROGRAMS
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Advanced Data Science with Python Training
Two days of nothing but Data Science, Machine Learning and advanced Python skills. You know Python and Machine Learning, but working with it on a daily basis is a different story. This course is packed with best practices, models, code, algorithms and a framework to improve your projects.
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What you'll learn
- Understand how to select an algorithm for your machine learning projects
- How to improve your machine learning models through advanced modelling techniques such as feature selection and feature engineering
- How to use clustering techniques for unsupervised learning
- How to create your own scikit-learn transformers and estimators
- How to enforce best practices in your Python programs using concise and reproducible code
- How to add extra functionality to your code to improve documentation and readability
- In-depth understanding of Object Oriented Programming and Functional Programming
The schedule
Machine Learning Refresher – Choosing the right model
A recap of using Scikit-learn
- Unsupervised Learning – Clustering techniques
- Feature Engineering
- Feature Selection
Object Oriented Programming (OOP)
- OOP in Scikit-Learn
Functional Programming
- Pandas Pipelines
- Decorators
- Streamlit Applications
- Refactoring a Machine Learning project
- An Introduction to Machine Learning in Production
learning journey
Data Science Learning Journey
_ SKILL ASSESSMENT: PYTHON FOR DATA SCIENCE
Discover your knowledge level of Python for Data Science
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We believe that our courses empower people to be more effective with data and tech so they can better help colleagues and delight customers. Attending one of our training is also a great way to expand your network, increase your employability, and to command bigger salaries. If you already have a well-paying job, our prices are really affordable. Not everyone is so lucky though. So if you wish to attend one of our most popular courses, but require financial support, we'd love to hear from you.
This online course is perfect for
Data Scientists, who are familiar with Python and wish to become more effective at creating predictive models by applying Machine Learning to their organization’s data. Experience with Python and machine learning basic is required. If you’re not quite there yet, we recommend the Certified Data Science with Python Foundation Training course as preparation for this training.
What will you learn during Advanced Data Science with Python Training?
After this training, you will be able to combine state-of-the-art Machine Learning algorithms and advanced Python tools to build top-notch models using clear, concise and maintainable code.