Machine Learning on Google Cloud with AutoML and VertexAI
Why take this course?
🚀 Course Title: Master Machine Learning on Google Cloud with AutoML and VertexAI 🧠
🎉 Course Headline: Discover how to use AutoML on Google Cloud with Vertex AI
About the Course:
Welcome to "Automated Machine Learning on Google Cloud with AutoML" — a comprehensive and engaging course designed for data enthusiasts eager to unlock the full potential of Vertex AI and AutoML on the Google Cloud platform. Whether you're a beginner or an intermediate learner, this course is tailored to provide valuable insights into the world of AI.
Why Take This Course?
✅ Beginner-Friendly: If you're new to AI, start your journey with a gentle introduction that sets the foundation for advanced learning.
✅ Expert-Led: Our course is meticulously crafted by industry expert Jose Portilla, who will guide you through the complexities of Machine Learning on Google Cloud.
✅ Versatile Coverage: Explore various data types, including text, video, tabular, and image data, ensuring a comprehensive understanding of AI's diverse applications.
✅ Hands-On Experience: Engage with practical labs where you can build your own models, like the Covid Detection Model using image classification.
Course Structure Overview:
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Introduction to AI on Google Cloud: A gentle yet insightful introduction to the world of AI and machine learning, laying the groundwork for your journey ahead.
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Vertex AI and AutoML Overview: Dive into an enlightening exploration of Vertex AI and AutoML, understanding their capabilities and the potential they hold for transforming data into actionable insights.
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Text Data Processing: 📚 Learn the art and science of processing and classifying textual information, from extracting entities to understanding sentiment analysis.
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Video Data Analysis: 🎬 Venture into the world of video data and master the techniques required for action recognition within video frames.
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Tabular Data Mastery: 📊 Gain a deep understanding of structured data and learn time-series forecasting to predict future trends with confidence.
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Image Data Classification & Object Detection: 🖼️ From interpreting raw image data to building sophisticated classification models, this module will empower you with the skills needed for image recognition.
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Build a Covid Detection Model: 🤝 Put your newfound knowledge into action with a hands-on lab where you'll create a model to detect COVID-19 from images.
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Getting Started on Google Cloud: 💻 If you're new to the Google Cloud environment, this section will serve as your guide to help you set up and implement your machine learning models seamlessly.
Who Is This Course For?
- Data Scientists looking to expand their skillset with AutoML and Vertex AI
- Beginners eager to understand the core concepts of AI on Google Cloud
- Developers seeking to integrate machine learning into their applications
- Students and enthusiasts wanting to explore AI's potential in real-world scenarios
What You Will Learn:
- The fundamentals of Machine Learning and AI on Google Cloud
- How to leverage AutoML for building high-quality models with minimal effort
- Advanced techniques for working with text, video, tabular, and image data
- Practical skills through hands-on labs and real-world examples
Enroll Now! 🎓
Embark on your journey to master Machine Learning on Google Cloud. Enroll in "Automated Machine Learning on Google Cloud with AutoML" today and unlock the power of AI for tomorrow's challenges. Let's navigate the future together!
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