Computer Science Courses and Certifications

Machine Learning Operations (MLOps) with Vertex AI: Manage Features

Explore MLOps tools and best practices for deploying, evaluating, and monitoring ML systems on Google Cloud, with hands-on practice using Vertex AI Feature Store's streaming ingestion at the SDK layer.

• Google Skills
• 8 hours
• Self-Paced
• Paid Course

MLOps Course – Build Machine Learning Production Grade Projects

Learn end-to-end MLOps, from data ingestion to deployment, using tools like ZenML and MLflow. Build a customer satisfaction project with hands-on experience in pipeline creation, model development, and deployment.

• freeCodeCamp
• 3 hours 1 minute
• Self-Paced
• Free Video

Salesforce

Build Experiences with Lightning

Use Lightning Web Components to build a modern web experience for your users.

• Trailhead
• 22 hours 35 minutes
• Self-Paced
• Free Online Course

Kaggle Data Science Competition Course - Solve Three Challenges Step-by-Step

Enhance data science skills through step-by-step solutions to three Kaggle challenges: advanced regression, Titanic dataset, and Spaceship Titanic. Gain practical insights and improve machine learning techniques.

• freeCodeCamp
• 1 hour 35 minutes
• Self-Paced
• Free Video

Machine Learning Proficiency: Wolfram U Instructor-Led Course

Gain proficiency in machine learning, neural networks, and LLMs using Wolfram technologies. Build, train, and deploy models through hands-on projects and practical examples.

• Wolfram U
• 7 hours
• Self-Paced
• Free Certificate

End-to-End Machine Learning Project: From EDA to MLOps Integration

Master AI and MLOps through hands-on EDA, feature engineering, model implementation, and integration of tools like ZenML & MLflow for experiment tracking and deployment.

• freeCodeCamp
• 2 hours 48 minutes
• Self-Paced
• Free Video

AI and the Future of Education - freeCodeCamp Podcast

Explore AI's impact on education with Seth Goldin, discussing future trends, ethical considerations, and practical applications in this insightful conversation about technology's role in learning.

• freeCodeCamp
• 1 hour 59 minutes
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

AWS Mainframe Modernization - Using Replatform Tools with Amazon AppStream

Learn to set up and use Micro Focus tools like Enterprise Analyzer and Enterprise Developer with Amazon AppStream 2.0 for mainframe application migration and modernization on AWS.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Lab - Migrate On-premises databases to AWS using AWS Database Migration Service (DMS)

Learn to migrate on-premises databases to Amazon Aurora using AWS Database Migration Service. Hands-on experience with creating databases, configuring DMS, and updating DNS records for seamless migration.

• AWS Skill Builder
• 1 hour 15 minutes
• Self-Paced
• Paid Course

Salesforce

Explore Scalability

Scale your org and troubleshoot issues with application performance.

• Trailhead
• 55 minutes
• Self-Paced
• Free Online Course

Salesforce

Explore Web3

Learn about Web3 technology, trends, and use cases.

• Trailhead
• 1 hour 25 minutes
• Self-Paced
• Free Online Course

Learning about LLM Webinar Series

Explore large language models, their applications, and Wolfram Language's unique tools for working with LLMs in this interactive series featuring expert discussions.

• Wolfram U
• 3 hours
• Self-Paced
• Free Online Course

Machine Learning Basics Video Series: Wolfram U

Explore AI and machine learning with Wolfram Language through video lessons on supervised, unsupervised, and active learning, featuring practical examples and built-in functions.

• Wolfram U
• 2 hours
• Self-Paced
• Free Online Course

Building Blocks for Deep Learning Video Course: Wolfram U

Explore constructing neural networks in Wolfram Language, from basic components to feed-forward and recurrent networks. Learn to build, train, and tune AI models using symbolic building blocks and automatic data processing.

• Wolfram U
• 55 minutes
• Self-Paced
• Free Online Course

Introduction to Quantum Computing in Wolfram Language Webinar: Wolfram U

Explore quantum computing basics and the Wolfram Quantum Computation Framework in this beginner-friendly guide covering fundamental principles and applications.

• Wolfram U
• 41 minutes
• Self-Paced
• Free Online Course