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Developing Applications with SQL, Databases, and Django | View in the Skills Network Catalog

Learn the fundamentals of databases and SQL to access, process, and present data with hands-on labs and a final project.

What is Data Science? | View in the Skills Network Catalog

After taking this course you will be able to answer this question, and get a thorough understanding of what is Data Science, what data scientists do, and learn about career paths in the field.

Data Scientist Career Guide and Interview Preparation | View in the Skills Network Catalog

Gain the edge in the competitive data science job market! This course provides the essential tools and techniques to create job-seeking materials and ace interviews. Learn from experienced professionals to land the job you want!

Updates

Getting started with Open Liberty | View in the Skills Network Catalog

Learn how to develop a Java application on Open Liberty with Maven and Docker.

AI meeting companion: From voice to insight | View in the Skills Network Catalog

Create an app to capture audio (like lectures) and summarize it. Build the app using OpenAI Whisper (text to speech), then summarize it with an open source LLAMA 2 LLM hosted by IBM watsonx. You deploy the app in a serverless environment using IBM Cloud Code Engine.

Efficient models: reduce dimensionality with LDA in Python | View in the Skills Network Catalog

Understand and implement Linear Discriminant Analysis (LDA), one of the best ML methods for dimensionality reduction in classification tasks. Dimensionality reduction is a fundamental machine learning technique that is frequently used to improve the performance of prediction models, interpretability, and data visualization. This easy-to-follow, hands-on project walks you through understanding LDA, when it's most useful, and how to implement this dimensionality reduction technique using Python.

Building a simple RESTful Java microservice using JAX-RS and | View in the Skills Network Catalog

Learn how to create a REST service with JAX-RS, JSON-B, and Open Liberty.

PyTorch: Tensor, Dataset and Data Augmentation | View in the Skills Network Catalog

Data preparation plays a crucial role in effectively solving machine learning (ML) problems. PyTorch, a powerful deep learning framework, offers a plethora of tools to make data loading easy. The PyTorch: Tensor, Dataset and Data Augmentation course will provide you with a solid understanding of the basics and core principles of PyTorch, specifically focusing on tensor manipulation, dataset management, and data augmentation techniques.