This three-day training is designed to provide IT professionals and developers with some experience in Python with a basic knowledge and experience on how to do machine learning. The training will cover the fundamentals of machine learning, including data preparation, Python libraries, regression algorithms, classification algorithms, clustering algorithms, neural networks, Natural Language Processing (NLP) and deployment of machine learning models. The training will be a mix of lectures, hands-on exercises, and case studies to ensure that participants gain practical experience and can apply their knowledge in real-world scenarios.
This training is ideal for IT professionals, developers and others that want to learn the basics of machine learning. Participants should have a basic understanding of Python programming.
The training is suitable for:
At the end of the training, participants will have a good understanding of the concepts and techniques involved in machine learning, and they will be able to apply their knowledge in real-world scenarios.
Session 1: Introduction to Machine Learning
Session 2: Introduction to Python Libraries for Machine Learning
Session 3: Data Preparation for Machine Learning
Session 4: Regression algorithms
Session 5: Classification Algorithms
Session 6: Clustering Algorithms
Session 7: Neural Networks
Session 8: Introduction to Natural Language Processing (NLP)
Session 9: Deployment of Machine Learning Models