Cognitive Class Courses

SQL and Relational Databases 101

9 ratings

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
• Self-Paced
• Free Online Course

Machine Learning with Python

4 ratings

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
• Self-Paced
• Free Online Course

Accelerating Deep Learning with GPUs

2 ratings

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
• Self-Paced
• Free Online Course

Data Visualization with R

2 ratings

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
• Self-Paced
• Free Online Course

Docker Essentials: A Developer Introduction

2 ratings

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
• Self-Paced
• Free Online Course

Introduction to Open Source

1 rating

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
• Self-Paced
• Free Online Course

Text Analytics 101

1 rating

Learn to extract valuable insights from text data using Information Extraction techniques. Explore applications in social media, healthcare, and finance while gaining hands-on experience with entity, relation, and event extraction.

• Cognitive Class
• 6 hours
• Self-Paced
• Free Online Course

Python for Data Science

Learn Python basics for data science: from fundamentals to data manipulation with Pandas and NumPy. Gain hands-on experience in a Jupyter environment and start your programming journey.

• Cognitive Class
• 20 hours
• Self-Paced
• Free Online Course

Data Science Methodology

Discover a systematic approach to data science, from problem formulation to model deployment, enhancing decision-making and problem-solving skills in the field.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Deep Learning Fundamentals

Explore neural networks, convolutional networks, and deep learning platforms. Learn key concepts, use cases, and popular software libraries for this powerful data science field.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Introduction to Cloud

Gain foundational knowledge of cloud computing, including service models, deployment types, and key components. Understand the business case and emerging trends in this transformative technology.

• Cognitive Class
• 6 hours
• Self-Paced
• Free Online Course

Moving Data into Hadoop

Learn to control Hadoop jobs with Oozie, including workflow coding, scheduling, and using a graphical editor for simplified XML generation. Gain skills in MapReduce, YARN, and Hadoop 2 implementation.

• Cognitive Class
• 4 hours
• Self-Paced
• Free Online Course

Data Science 101

Discover the truth about data science from real practitioners, exploring its definition, daily tasks, business applications, and essential skills for aspiring data scientists.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

IBM Cloud Essentials V3

Explore IBM Cloud's offerings, services, and deployment options. Learn about infrastructure, containers, databases, AI, blockchain, and IoT. Gain hands-on experience through demos and labs.

• Cognitive Class
• 8 hours
• Self-Paced
• Free Online Course

Big Data 101

Explore Big Data fundamentals, its impact on businesses, and key processing platforms. Gain insights on leveraging data for improved services and decision-making.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course