Artificial Intelligence 101

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DesignLab University of Twente

500 Hengelosestraat

7521 AN Enschede

Netherlands

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Event description
Learn AI essentials by doing.

About this Event

What are the course objectives?

- Understand current AI landscape.

- Understand differences between terms in AI (NLP, ML, DL, etc.)

- Practically understand and apply concepts:

  • Preprocessing (Numpy, Pandas, Data normalization, etc.)
  • Feature extraction
  • Classification
  • Regression
  • Clustering
  • Model quality evaluation (Accuracy, Precision, etc.)

- Tools you will work with:

  • Colab (Jupyter)

- Use and create models with most popular libraries:

  • Scikit-learn
  • Tensorflow/Keras

- Learn to compete:

  • Kaggle

How this program differs?

Course is based on practice/actually creating AI related algorithms and models.

Prerequisites

  • Laptop
  • Knowledge of Python 3

Certification

Get a digital badge which can be added to the Linkedin profile.

About

Check our AI related video content - https://www.youtube.com/user/DrSirmacek/videos

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Date and Time

Location

DesignLab University of Twente

500 Hengelosestraat

7521 AN Enschede

Netherlands

View Map

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