| 1. | Python For DevOps | 1,621 | |
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| 2. | Learn to use a CUDA GPU to dramatically speed up code in Python. | 838 | |
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| 3. | Introduction to MLOps | 480 | |
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| 4. | Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers and Microservices | 257 | |
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| 5. | Build a Microservice with Flask | 200 | |
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| 6. | Learn to write AWS Lambda functions in Python | 200 | |
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| 7. | What is AWS Cloud9? | 186 | |
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| 8. | Build Real-World Python Microservices with Continuous Delivery From Zero | 180 | |
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| 9. | Learn Python in one hour! | 139 | |
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| 10. | python devops two hours | 126 | |
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| 11. | Build Real-World AWS Microservices with Python and FastAPI From Zero | 125 | |
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| 12. | Create a Makefile | 103 | |
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| 13. | AWS Solutions Architect Certification in ONE HOUR | 103 | |
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| 14. | Practical MLOPS Chap2 MLOps Foundations | 98 | |
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| 15. | Introducing CreateML, AutoML by Apple | 96 | |
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| 16. | Pytest Master Class Full Course | 89 | |
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| 17. | High performance PyTorch with Rust demo | 89 | | Rust
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| 18. | Learn to translate text automatically with AWS and Python | 85 | |
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| 19. | Integrate Lambda with Sagemaker | 74 | |
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| 20. | Overview of AWS Big Data Certification exam | 72 | |
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| 21. | Python for DevOps 2023: 3H Zero/Hero | 67 | |
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| 22. | MLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn | 67 | |
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| 23. | Github Action Tricks and Tips for Many Clouds | 65 | |
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| 24. | Launch an AWS Spot Instance | 64 | |
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| 25. | Setup Continuous Delivery on GCP Platform with Google App Engine and Cloud Build | 62 | |
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| 26. | Learn Python for DevOps in Two Hours | 59 | |
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| 27. | AWS CDK with Python Deploy Hello World Lambda | 58 | |
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| 28. | Learn to use AWS sagemaker autopilot | 54 | |
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| 29. | Build Real-World Python Microservices with Continuous Delivery From Zero | 54 | |
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| 30. | 1 0 from zero to one datascience to mlops | 54 | |
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| 31. | Construct a Python Project Scaffold | 51 | |
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| 32. | Bash Essentials for Cloud | 51 | |
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| 33. | Python Functions Master Class 2023 | 50 | |
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| 34. | Key Skills Python DevOps Projects with Copilot | 47 | |
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| 35. | MLOps Masterclass: Theory to DevOps to Cloud-native to AutoML | 47 | |
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| 36. | Rust for MLOps with Amazon Sagemaker | 43 | |
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| 37. | Building a simple HTML website with AWS Lambda | 41 | |
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| 38. | Python for DevOps Stories and Techniques | 41 | |
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| 39. | Data Science from Zero walkthrough for NBA Dataset | 40 | Walkthrough |
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| 40. | What is an ASIC? | 40 | |
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| 41. | Six Key elements MLOps | 40 | |
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| 42. | How to use the Google Sentiment Analysis APIs | 39 | Guide |
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| 43. | What is Flask and how do you use it? | 39 | |
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| 44. | hugo continuous deliver with AWS | 39 | |
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| 45. | Build Static Website AWS S3 | 39 | |
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| 46. | Machine learning concepts | 37 | |
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| 47. | Python Microservice with FastAPI and AWS App Runner | 35 | |
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| 48. | 1 1 multi cloud onboarding with cloud computing | 35 | |
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| 49. | Using Colab Pro | 35 | |
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| 50. | Blazing Fast Machine Translation with Rust, Hugging Face and GPUs | 33 | |
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| 51. | Three Most Important Files in a Python Project | 33 | |
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| 52. | Learn how to pass any AWS exam | 33 | Guide |
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| 53. | Compiling Python from scratch with Github Codespaces | 32 | |
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| 54. | Load test a python flask application with Locust on AWS Cloud9 | 32 | |
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| 55. | Cloud-Native Pytest Tips and Tricks from Ground Zero | 32 | |
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| 56. | Teaching MLOps at Scale with GitHub | 32 | |
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| 57. | AWS lambda python cloud9 and Boto3 one hour | 30 | |
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| 58. | Python Functions Master Class 2023 | 29 | |
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| 59. | Using a Makefile Github Actions | 29 | |
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| 60. | Advanced Testing Techniques in Python | 28 | |
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| 61. | Setup a Docker python project from scratch in AWS Cloud9 | 28 | |
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| 62. | How Can You Create Effective Technical Discussions | 28 | Discussion |
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| 63. | Five Year Shortcut to Programming: The Essence of Programming is Functions | 27 | |
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| 64. | Learn to use GitHub CoPilot to Translate Code and Build Boilerplate Code | 27 | |
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| 65. | Free 4 Hour Live Bootcamp: Rust for Pythonistas | 27 | | Rust
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| 66. | Cutting Edge MLOps using Github Codespaces Hugging Face OpenAI and Copilot AI to Write AI | 27 | |
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| 67. | AWS Command Line Tool Development from Zero in Python with Click | 27 | |
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| 68. | Python continuous integration for the commmand line | 27 | |
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| 69. | MLOps with Hugging Face Spaces, Gradio and Github Actions | 26 | |
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| 70. | AWS in one Hour | 26 | |
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| 71. | Build a Simple AWS Lambda website | 25 | |
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| 72. | Continuous Delivery of GCP Google App Engine | 25 | |
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| 73. | Learn AWS CloudShell | 25 | |
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| 74. | Rust System Tool for GPU Stress Testing with PyTorch | 25 | |
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| 75. | Serverless Data Engineering | 25 | |
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| 76. | AutoML KaizenML | 25 | |
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| 77. | MLOps with AWS app runner | 24 | |
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| 78. | Introduction to AWS Cloud9 2021 | 23 | |
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| 79. | 52 Weeks of AWS | 22 | |
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| 80. | Speed Up Python DRAMATICALLY With CUDA GPU | 22 | |
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| 81. | setup-azure-cloud-shell-github-actions | 22 | |
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| 82. | 52 Weeks Live Coding MLOps Episode 1 | 21 | Show |
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| 83. | Emerging Topics in Computer Vision | 21 | |
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| 84. | Data Science Projects With Rust | 21 | |
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| 85. | Learn to deploy a statically hosted website with Hugo, AWS S3 and Code Build | 21 | |
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| 86. | Building Cloud ETL Pipelines | 21 | |
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| 87. | Using VS Code, Copilot and Codespaces to Level Up to Rust from Python | 20 | | Rust
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| 88. | Live coding Hugging Face with GitHub GPU Codespaces | 20 | |
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| 89. | Learn to Containerize Algorithms Deploy to AWS with App Runner | 19 | |
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| 90. | Teaching MLOps at scale with Github | 19 | |
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| 91. | Python Functions | 19 | |
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| 92. | Cloud computing for Data Full Course walkthrough | 19 | Walkthrough |
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| 93. | Learn to setup Mac M1 with Tensorflow Metal | 19 | |
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| 94. | Data Science Projects With Rust | 18 | |
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| 95. | Flask Elastic Beanstalk | 18 | |
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| 96. | 🤝 Integrate Rust and Python for Powerful Programs | 19 | |
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| 97. | Data Science your first day | 18 | |
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| 98. | redshift-demo | 18 | |
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| 99. | AWS Lambda Hello World | 17 | |
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| 100. | Advanced Heuristics and Algorithms in Python | 17 | |
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