Website Deployment Courses and Certifications

AI in Healthcare Capstone

320 ratings at Coursera

Explore AI applications in healthcare through a patient's journey, analyzing data, building risk-stratification models, and addressing ethical and regulatory issues in medical data mining.

• Coursera
• 10 hours 35 minutes
• Self-Paced
• Paid Course

Code in One Day: HTML & CSS Bootcamp Remote (Live Online)

2637 ratings at CourseHorse

Master HTML and CSS fundamentals through hands-on coding exercises, building a functional webpage from scratch and learning essential web development principles in this live online bootcamp.

• CourseHorse
• 6 hours
• Self-Paced
• $250.00

Developing AI Applications with Python and Flask

1372 ratings at Coursera

Develop AI-enabled applications using Python, Flask, and Watson libraries. Learn web app deployment, unit testing, and packaging for real-world distribution.

• Coursera
• 11 hours 40 minutes
• Self-Paced
• Paid Course

Career Certificate

TensorFlow: Data and Deployment

1475 ratings at Coursera

Explore advanced TensorFlow deployment scenarios across browsers, mobile devices, and various platforms. Learn data pipeline management, model retraining, and privacy-preserving techniques for real-world AI applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

LLM 推理优化与部署实战

掌握LLM推理优化与部署的核心技术，深入了解模型加速、量化压缩及高效部署策略，提升大语言模型的实际应用能力。

• XuetangX
• Self-Paced
• Free Online Course

Edge Impulse Career Certificate

Edge AI for Microcontrollers

897 ratings at Coursera

Discover how to build and deploy AI models on microcontrollers, covering fundamentals, sensor data processing, and computer vision for resource-constrained devices.

• Coursera
• 8 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 3 courses

Coursera

Machine Learning Pipelines with Azure ML Studio

832 ratings at Coursera

Build end-to-end machine learning pipeline in Azure ML Studio using Adult Income Census data to predict income levels. Train, evaluate, and deploy a Two-Class Boosted Decision Tree classifier as a web service.

• Coursera
• 1 hour 48 minutes
• Self-Paced
• Paid Course

Web Development with HTML & CSS (Live Online)

749 ratings at CourseHorse

Get a jump start on web development through this beginner-friendly course.

• CourseHorse
• 21 hours
• Self-Paced
• $975.00

AI for Python (Live Online)

686 ratings at CourseHorse

Build a strong foundation in AI through this comprehensive Python course.

• CourseHorse
• 35 hours
• Self-Paced
• $1,895.00

Device-based Models with TensorFlow Lite

655 ratings at Coursera

Learn to deploy machine learning models on mobile and embedded devices using TensorFlow Lite. Optimize for low-power environments and run models on Android, iOS, Raspberry Pi, and microcontrollers.

• Coursera
• 10 hours 19 minutes
• Self-Paced
• Paid Course

Career Certificate

Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

618 ratings at Coursera

Comprehensive training for data scientists to build and operate machine learning solutions in Azure, covering resource management, experimentation, deployment, and responsible ML practices.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Operationalizing LLMs on Azure

53 ratings at Coursera

Explore Azure's AI services, deploy LLMs, optimize interactions, and build robust applications using Azure Machine Learning, OpenAI Service, and advanced techniques like RAG and Semantic Kernel.

• Coursera
• 10 hours 41 minutes
• Self-Paced
• Paid Course

Open Source LLMOps Solutions

28 ratings at Coursera

Gain hands-on experience deploying open-source LLMs, from understanding fundamentals to fine-tuning models and building AI applications using a code-first approach.

• Coursera
• 1 day 12 hours 14 minutes
• Self-Paced
• Paid Course

Data Pipelines with TensorFlow Data Services

536 ratings at Coursera

Streamline ETL tasks, optimize data pipelines, and publish datasets using TensorFlow Data Services. Learn to load, process, and share standardized data efficiently for machine learning models.

• Coursera
• 11 hours 13 minutes
• Self-Paced
• Paid Course

Advanced Deployment Scenarios with TensorFlow

512 ratings at Coursera

Explore advanced deployment scenarios using TensorFlow Serving, TensorFlow Hub, TensorBoard, and federated learning to effectively bring machine learning models into real-world applications.

• Coursera
• 12 hours 52 minutes
• Self-Paced
• Paid Course