| 1. | Learn to use a CUDA GPU to dramatically speed up code in Python. | 46 | |
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| 2. | Python For DevOps | 27 | |
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| 3. | Learn to write AWS Lambda functions in Python | 22 | |
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| 4. | Build Real-World Python Microservices with Continuous Delivery From Zero | 22 | |
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| 5. | Pytest Master Class Full Course | 16 | |
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| 6. | Introduction to MLOps | 15 | |
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| 7. | Build Real-World AWS Microservices with Python and FastAPI From Zero | 13 | |
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| 8. | Learn Python in one hour! | 13 | |
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| 9. | Learn to use AWS sagemaker autopilot | 13 | |
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| 10. | AWS Solutions Architect Certification in ONE HOUR | 12 | |
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| 11. | Introducing CreateML, AutoML by Apple | 11 | |
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| 12. | Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers and Microservices | 10 | |
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| 13. | What is AWS Cloud9? | 10 | |
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| 14. | Build a Microservice with Flask | 10 | |
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| 15. | Construct a Python Project Scaffold | 9 | |
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| 16. | High Performance Data Engineering in Rust - Efficient Deduplication Example | 8 | |
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| 17. | Learn AWS CloudShell | 8 | |
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| 18. | Building a C# 10, .NET6 Console Application Phrase Repeater in VS Code 2022 | 8 | |
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| 19. | Github Action Tricks and Tips for Many Clouds | 8 | |
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| 20. | hugo continuous deliver with AWS | 8 | |
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| 21. | redshift-demo | 8 | |
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| 22. | Cutting Edge MLOps using Github Codespaces Hugging Face OpenAI and Copilot AI to Write AI | 8 | |
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| 23. | Learn to translate text automatically with AWS and Python | 7 | |
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| 24. | Build a Simple AWS Lambda website | 7 | |
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| 25. | Setup Continuous Delivery on GCP Platform with Google App Engine and Cloud Build | 7 | |
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| 26. | Six Key elements MLOps | 7 | |
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| 27. | AWS CDK with Python Deploy Hello World Lambda | 7 | |
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| 28. | MLOps with Hugging Face Spaces, Gradio and Github Actions | 6 | |
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| 29. | Python Functions | 6 | |
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| 30. | Bash Essentials for Cloud | 6 | |
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| 31. | Compiling Python from scratch with Github Codespaces | 6 | |
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| 32. | Rust for MLOps - Classifying Millions of Songs with Hugging Face | 6 | |
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| 33. | Ruthless web scraping for data science | 6 | |
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| 34. | Using Colab Pro | 6 | |
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| 35. | Practical MLOPS Chap2 MLOps Foundations | 6 | |
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| 36. | AWS in one Hour | 5 | |
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| 37. | Build Static Website AWS S3 | 5 | |
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| 38. | 52 Weeks of Cloud: GPT-3 Book Interview | 5 | |
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| 39. | Load test a python flask application with Locust on AWS Cloud9 | 5 | |
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| 40. | Integrate Lambda with Sagemaker | 5 | |
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| 41. | Assimilate-Databricks Certified Machine Learning | 5 | |
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| 42. | MLOPs Projects with Rust | 4 | |
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| 43. | Cloud-Native Pytest Tips and Tricks from Ground Zero | 4 | |
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| 44. | Key Skills Software Craftsmanship-10 Lessons | 4 | |
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| 45. | Launch an AWS Spot Instance | 4 | |
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| 46. | Build out a Flask ML prediction on AWS Cloud9 | 4 | |
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| 47. | MLOps containers with AWS and GCP | 4 | |
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| 48. | Use magic functions in Google Colab. | 4 | |
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| 49. | Running a "Free" Local LLM (Bigcode) using just AWS GPUs and Rust Candle | 4 | |
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| 50. | AWS lambda python cloud9 and Boto3 one hour | 4 | |
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| 51. | 52 Weeks of AWS | 4 | |
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| 52. | python devops two hours | 4 | |
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| 53. | Chap7 walkthrough MLOps cookbook O'Reilly book Practical MLOps | 4 | Walkthrough |
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| 54. | Live coding Hugging Face with GitHub GPU Codespaces | 4 | |
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| 55. | Python statements with colab notebook | 4 | |
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| 56. | MLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn | 4 | |
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| 57. | Solopreneurship: Do You Even Have a Choice in America? | 4 | |
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| 58. | Create a Makefile | 4 | |
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| 59. | 52 Weeks of Swift: Episode 19-Nested Types | 4 | |
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| 60. | 1 0 from zero to one datascience to mlops | 4 | |
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| 61. | Setup a Docker python project from scratch in AWS Cloud9 | 4 | |
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| 62. | Live Coding in Rust: Unleash the Power of Systems Programming | 4 | |
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| 63. | Quick demo of GitHub Copilot CLI Tool that helps you write shell commands | 4 | |
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| 64. | Building a simple HTML website with AWS Lambda | 3 | |
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| 65. | Assimilate-Hugging Face: EP1 | 3 | |
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| 66. | Python command line one hour | 3 | |
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| 67. | Data Science your first day | 3 | |
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| 68. | 52 weeks cloud episode12 GPT3 authors | 3 | Show |
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| 69. | 52 Weeks of AWS-Episode 7: Developing on AWS | 3 | |
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| 70. | efs onnx lambda rust inference mlops | 3 | |
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| 71. | Prototyping AI apis aws cloudshell bash | 3 | |
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| 72. | Learn how to pass any AWS exam | 3 | Guide |
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| 73. | Serverless Lambda Functions with Cloud9 | 3 | |
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| 74. | Introduction to #actix #rust #containerized #microservice on #aws #apprunner | 3 | |
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| 75. | Three Most Important Files in a Python Project | 3 | |
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| 76. | AWS Certified Cloud Practitioner Video Course 1 7 techniques practice | 3 | |
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| 77. | Learn to setup Mac M1 with Tensorflow Metal | 3 | |
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| 78. | Continuous Delivery of Global Scale Hugo Static Site on AWS" | 3 | |
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| 79. | 52 Weeks of AWS Episode 9:AWS Cookbook | 3 | |
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| 80. | Broken Economic Models in Tech That Hurt Humans at Scale | 3 | |
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| 81. | Rust for Pythonista: Multi-hour Jam Session | 3 | |
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| 82. | Build a Wikipedia Lambda Function | 3 | |
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| 83. | Pragmatic AI Labs Origin Story | 3 | |
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| 84. | AWS Lambda Hello World | 3 | |
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| 85. | Rust for MLOps with Amazon Sagemaker | 3 | |
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| 86. | programmers mindset | 3 | |
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| 87. | Introduction to AWS Cloud9 2021 | 3 | |
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| 88. | Ethical AI Conversation with Johan Cedmar-Brandstedt | 3 | |
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| 89. | 52 Weeks of Cloud Episode 28: Conversation with Piero Molino and Ludwig/Predibase | 3 | Show |
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| 90. | Using VS Code, Copilot and Codespaces to Level Up to Rust from Python | 2 | | Rust
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| 91. | Leaving Apple Ecosystem in 2024 Livestream & Q/A | 2 | |
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| 92. | 52 Weeks Live Coding MLOps: Episode 6-More Hugging Face-Datasets | 2 | Show |
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| 93. | Learn to use GitHub CoPilot to Translate Code and Build Boilerplate Code | 2 | |
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| 94. | PYTHON FIRE IS FIRE!!! Learn to use Fire to build AWS Tools. | 2 | |
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| 95. | Security Characteristics and Benefits of Microservices | 2 | |
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| 96. | Assimilate-Rust: Build an AWS Lambda Function and deploy in Rust | 2 | |
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| 97. | Pair Programming a Rust Chatbot using ChatGPT 4 and GitHub Copilot | 2 | |
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| 98. | Supercharge Python & Rust with Generative AI - Best of Both Worlds | 2 | | Rust
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| 99. | Python for DevOps Stories and Techniques | 2 | |
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| 100. | Key Skills Software Craftsmanship-10 Lessons | 2 | |
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