5:30 PM
Friday, July 7th: Introduction to Machine Learning
- Introduction to machine learning concepts, including supervised and unsupervised learning. - Overview of common machine learning algorithms, such as linear regression and decision trees. - Understanding the workflow of a machine learning project.
5:30 PM
Friday, July 14th: Data Preprocessing and Model Training
- Techniques for handling missing data, categorical variables, and data normalization. - Data preprocessing techniques. - Splitting data into training and testing sets. - Introduction to model training, loss functions, and optimization algorithms. - Practical exercises for data preprocessing and model training.
5:30 PM
Friday, July 28st: Model Evaluation and Performance Metrics
- Introduction to evaluation metrics. - Techniques for model evaluation. - Understanding the concept of overfitting and regularization techniques. - Practical exercises to evaluate and improve model performance.
3:30 PM
Friday, August 4th: Introduction to Neural Networks and TensorFlow.js
- Introduction to neural networks, including layers, activation functions, and backpropagation. - Overview of different types architechtures of neural networks. - Introduction to TensorFlow.js for building and deploying neural networks in web applications. - Practical examples and demonstrations using TensorFlow.js to showcase the capabilities of neural networks.
Charles River Laboratories
Tech Lead / Machine Learning GDE
Patty is a Venezuelan living in Scotland. She has +20 years of experience in the tech industry and a background education in Computer Science and Artificial Intelligence. She is a Tech Lead at Charles River Laboratories.
In her free time, Patty is a dedicated mentor and educator, leading a Code Club for 10-15 year-olds at her local school. Additionally, she's an organiser at Google Developers Group Glasgow, serves as an Ambassador for Google's Women Techmakers, and is recognised as a Google Developer Expert (GDE) in Machine Learning.
She is very passionate about AI and loves sharing her knowledge and expertise with others, frequently giving talks and technical workshops on various technologies and topics related to it, especially Web Machine Learning.
Charles River Laboratories
Organizer
JP Morgan Chase & Co
Organizer
JP Morgan
Organizer
JPMorgan Chase & Co.
Organizer
Jordanhill School
Team member
Barclays
Organizer
University of Strathclyde
Team member
University of Glasgow
Team member
Charles River Laboratories
Team member
AHRO Publishing
Team member
