Cognitive Class Courses

SQL and Relational Databases 101

5 reviews

Learn SQL basics, relational databases, and advanced concepts through hands-on exercises. Master essential SQL statements, join operations, and data manipulation techniques for effective database management.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Data Visualization with R

2 reviews

Master data visualization in R: create compelling charts, plots, and interactive maps to effectively communicate insights and tell data-driven stories.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Machine Learning with Python

1 review

Explore machine learning basics, algorithms, and models using Python. Learn supervised and unsupervised techniques, statistical modeling, and real-world applications. Gain practical skills in classification, regression, clustering, and dimensionality red…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Docker Essentials: A Developer Introduction

1 review

Learn Docker container basics, create and manage images, and explore orchestration with Docker Swarm through hands-on labs. Gain practical skills for efficient application deployment and management.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Deep Learning with TensorFlow

Learn TensorFlow for deep learning: from basics to advanced architectures. Master neural networks, CNNs, RNNs, and autoencoders. Practical applications in image, sound, and text processing.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Build Swift Mobile Apps with Watson AI Services

Learn to integrate Watson AI services into Swift mobile apps, enhancing functionality with cognitive capabilities like visual recognition and natural language processing.

• Cognitive Class
• 2-3 hours
• On-Demand
• Free Online Course

Accelerating Deep Learning with GPUs

Learn to leverage GPU hardware for faster deep learning, deploying networks for image and video classification using platforms like IBM Power AI with NVIDIA GPUs.

• Cognitive Class
• 5 hours
• On-Demand
• Free Online Course

Apply end to end security to a cloud application

Learn to secure cloud applications with encryption, authentication, and authorization techniques using IBM Cloud services.

• Cognitive Class
• On-Demand
• Free Online Course

Introduction to Open Source

Learn to contribute to open source projects, from finding the right project to using tools like Git and GitHub. Gain skills to create and lead your own open source initiatives.

• Cognitive Class
• 4 hours
• On-Demand
• Free Online Course

How to Build Watson AI and Swift APIs and Make Money

Learn to create AI-powered APIs using Watson and Swift, and explore strategies for monetizing your creations in this practical guide.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Using R with Databases

Learn to connect R with databases, perform SQL operations, and leverage in-database analytics. Ideal for data scientists and SQL professionals looking to enhance their skills in handling large datasets.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Learn to build, containerize, and deploy scalable web applications on Kubernetes, covering local development, custom domains, monitoring, and scaling techniques.

• Cognitive Class
• 8 hours
• On-Demand
• Free Online Course

Machine Learning - Dimensionality Reduction

Learn techniques to reduce dataset features using PCA and EFA, with hands-on practice in R. Explore the theory and application of dimensionality reduction in machine learning.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Predictive Modeling Fundamentals I

Learn predictive modeling fundamentals, including CRISP-DM methodology, common techniques, and hands-on practice with IBM SPSS Modeler to solve real-world data challenges.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Spark Fundamentals II

Expand knowledge on RDDs, Spark architecture, data distribution, and task parallelization. Learn advanced API operations and optimize data for joins using memory caching.

• Cognitive Class
• 5 hours
• On-Demand
• Free Online Course