Introduction to Machine LearningLearn how to apply various Machine Learning techniques for everyday business problems
WHAT YOU WILL LEARN
This one-day workshop will introduce you to Machine Learning using Python, to analyze, draw intelligence and build powerful models using real-world datasets. You’ll gain the knowledge to apply data processing and machine learning techniques, and more importantly, understand how to improve on solutions so that they become more optimal for a specific purpose.
This intensive workshop will introduce you to Machine Learning using Python. At the end of the workshop you’ll know how to build and optimize your own automated classifier to extract insights from real-world data sets.
- Course curriculum designed in collaboration with the industry.
- Level: Intermediate.
- Pricing: $500
- Questions? Get in touch. Shoot us an firstname.lastname@example.org or call (214)-997-6100
KEY SKILLS & TECHNOLOGIES
- Python as the programming language.
- Scikit-Learn, to apply machine learning algorithms.
- Numpy (NumPy), for its array data structure and data manipulation functions.
- matplotlib for its graph plotting functions.
- GitHub to store your code online.
- Jupyter notebook as your development and collaboration environment.
There are six modules in the Introduction to Machine Learning with Python workshop. Each module introduces one or two core machine learning concepts while working through the practical implementation.
10:00 |—–OVERVIEW OF MACHINE LEARNING
11:00 |—–MANIPULATING AND PLOTTING DATA
12:00 |—–PREPROCESSING AND EXPLORING DATA
13:00 |—–LUNCH BREAK
14:00 |—–BUILD AND EVALUATE A KNN CLASSIFIER
15:00 |—–BUILD AND EVALUATE A NAIVE BAYES CLASSIFIER
16:00 |—–MORE ON CLASSIFIER EVALUATION AND PARAMETER TUNING
17:00 |—–CLOSING (Wrap-up and successful participation certificates)
IS IT FOR ME?
Do I need any programming experience to attend?You don’t need previous experience in Python as the workshop will cover the basics. Nonetheless, it is useful if you’ve done programming in another programming language.
What will I be doing?In a single day you will implement, evaluate and optimize your own automated classifier using Python for a real-world dataset. As part of this workshop, you will familiarize yourself with several classification algorithms.
What age is this for?This workshop is suitable for university students and professionals.
Do I need a computer?It is best if you bring your own laptop.
What’s the experience like?The workshops are very hands-on and you will learn by doing. After the first 30 minutes of the workshop you will already be coding! Our instructors are always there to help you if you get stuck.
Call us at (214)-997-6100 if you have special circumstances or looking for dedicated corporate training