In this course, you will learn how to apply deep learning models to Natural Language Processing (NLP) tasks using Python. By the end of the course, you will be able to understand and implement cutting-edge deep learning models, including Feedforward Neural Networks, Convolutional Neural Networks, and Recurrent Neural Networks, tailored for NLP applications. You will also get … [Read more...] about Natural Language Processing – Deep Learning Models in Python
Machine Learning
Machine Learning Pipelines with Azure ML Studio
In this project-based course, you are going to build an end-to-end machine learning pipeline in Azure ML Studio, all without writing a single line of code! This course uses the Adult Income Census data set to train a model to predict an individual's income. It predicts whether an individual's annual income is greater than or less than $50,000. The estimator used in this project … [Read more...] about Machine Learning Pipelines with Azure ML Studio
GenAI for Portfolio Managers: Smarter Asset Allocation
In this course, we’ll break down complex financial strategies using simple, practical insights. No advanced tech skills or CFA charter required! You’ll discover how Generative AI can: 1. Help you ask better questions when creating an Investment Policy Statement (IPS). 2. Simplify Strategic Asset Allocation (SAA) by matching risk-return objectives with asset choices. 3. Identify … [Read more...] about GenAI for Portfolio Managers: Smarter Asset Allocation
Master Retrieval-Augmented Generation (RAG) Systems
This course offers an in-depth exploration of Retrieval-Augmented Generation (RAG) systems, focusing on their practical application in real-world scenarios. By the end of the course, you'll gain expertise in advanced techniques like query expansion, re-ranking, and dense passage retrieval. You'll also understand the core components of RAG systems and learn how to address common … [Read more...] about Master Retrieval-Augmented Generation (RAG) Systems
Generative AI for Change Management
In this course, you’ll learn how to lead your organization through the transformative shift of adopting and integrating Generative AI. You’ll focus on the human side of AI adoption—managing change, aligning AI initiatives with business goals, engaging stakeholders, and building a culture of innovation. Through expert-led videos, hands-on labs, real-world case studies, and a … [Read more...] about Generative AI for Change Management
