AI Meeting for Women - Basic Concepts in Machine Learning and Artificial Intelligence (Free for Panthers)

AI Women's Meeting / Elizabeth (Libby) Katz, Dr. Meital Avgail Tzadok

Predictive model? Neuron networks? Synthetic data? NLP?

You have heard these terms, you know what they say in a big way, but want to understand more.

It's not just you. Everyone Feel the same. But you have the opportunity to understand this world called AI in a special two-hour session, designed for women only, to allow for a relaxed atmosphere to ask questions.

No need for technical knowledge, no need for knowledge of programming languages.

Get to know the world of concepts of machine learning and artificial intelligence.

The meeting will include:

Basic concepts: Deep Learning, Machine Learning and AI and what is the difference between them.

Supervised / Unsupervised

Examples of existing uses in various industries (medicine, banking, agriculture, personal assistants, autonomous vehicles, automatic translation, Internet search, streamlining production processes in factories).

The steps in the data processing process from receiving the data to extracting insights or products:

Data collection

Knowledge of the data

Data preparation

Statistical tests (short explanation)

Running a model

Various tests for the quality of the model

Applying the model in a real work environment and the problems that result from a one-time process

The various specializations in the field:

Natural language processing - NLP

Image processing and computer vision

Recommendation systems

And also, we will touch on the discrimination and biases that exist in female representation, in the existing and collected databases that affect us in growing parts of our lives while changes are required.