
What you’ll learn
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Deploy Machine Learning Models with FastAPI: Learn to build and deploy RESTful APIs for serving ML models efficiently.
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Master Cloud-Based ML Deployments with AWS: Gain hands-on experience deploying, managing, and scaling ML models on AWS EC2 and S3.
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Automate ML Operations with Boto3 and Python: Automate cloud tasks like instance creation, data storage, and security configuration using Boto3.
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Containerize ML Applications Using Docker: Build and manage Docker containers to ensure consistent and scalable ML deployments across environments.
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Streamline Model Inference with Real-Time APIs: Develop high-performance APIs that deliver fast and accurate predictions for production-grade applications.
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Optimize Machine Learning Pipelines for Production: Design and implement end-to-end ML pipelines, from data ingestion to model deployment, using best practices.
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Implement Secure and Scalable ML Infrastructure: Learn to integrate security protocols and scalability features into your cloud-based ML deployments.
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Create Interactive Web Apps with Streamlit: Build and deploy interactive ML-powered web applications that are accessible and user-friendly.
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Deploy Transformers for NLP and Computer Vision: Fine-tune and deploy TinyBERT and Vision Transformers for sentiment analysis, disaster tweets, and images.
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Monitor and Maintain ML Models in Production: Implement monitoring, A/B testing, and bias detection to ensure your models remain reliable and effective in prod.
Can I download 2025 Deploy ML Model in Production with FastAPI and Docker course?
You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The 2025 Deploy ML Model in Production with FastAPI and Docker course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.Are there any other coupons available for this course?
You can check out for more Udemy coupons @ www.coursecouponclub.com
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Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.