Build a Machine Learning API Using FastAPI & Scikit-Learn (Step-by-Step Python Tutorial)
19:26
YouTubeData Science with Onur
Build a Machine Learning API Using FastAPI & Scikit-Learn (Step-by-Step Python Tutorial)
In this step-by-step Python tutorial, you’ll learn how to build a Machine Learning API using FastAPI and Scikit-learn from scratch. We’ll cover everything from training a simple ML model with Scikit-learn to deploying it through a FastAPI endpoint so it can make real-time predictions. Whether you’re a beginner looking to understand how ...
2.5K views7 months ago
Machine Learning Basics
Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2026 | Simplilearn
7:52
Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2026 | Simplilearn
YouTubeSimplilearn
5.4M viewsSep 19, 2018
Machine Learning for Everybody – Full Course
3:53:53
Machine Learning for Everybody – Full Course
YouTubefreeCodeCamp.org
9.7M viewsSep 26, 2022
Machine Learning Full Course for Beginners (2025) | Learn ML for FREE | Intellipaat
11:42:50
Machine Learning Full Course for Beginners (2025) | Learn ML for FREE | Intellipaat
YouTubeIntellipaat
67.2K views8 months ago
Top videos
How to Deploy Machine Learning Model as an API in Python - FastAPI
43:25
How to Deploy Machine Learning Model as an API in Python - FastAPI
YouTubeSiddhardhan
72.3K viewsJun 13, 2022
Creating APIs For Machine Learning Models with FastAPI
20:06
Creating APIs For Machine Learning Models with FastAPI
YouTubeNeuralNine
40.7K viewsApr 8, 2024
AWS Sagemaker tutorial | Build and deploy a Machine Learning API with Python
53:32
AWS Sagemaker tutorial | Build and deploy a Machine Learning API with Python
YouTubeComputer vision engineer
31K viewsOct 30, 2023
Machine Learning Projects
9 Machine Learning Projects Implementation | Complete ML Projects Using Python & Scikit-Learn
4:50:58
9 Machine Learning Projects Implementation | Complete ML Projects Using Python & Scikit-Learn
YouTubeAI with Noor
6.2K views5 months ago
Watch Me Do a Full Data Analytics Project with Machine Learning
33:53
Watch Me Do a Full Data Analytics Project with Machine Learning
YouTubeLore So What
14.9K views4 months ago
4 *Real* Machine Learning Projects That Get You Hired - No More Tutorials!
13:05
4 *Real* Machine Learning Projects That Get You Hired - No More Tutorials!
YouTubeMarina Wyss - AI & Machine
173.9K views7 months ago
How to Deploy Machine Learning Model as an API in Python - FastAPI
43:25
Find in video from 14:30Implementing the API in Machine Learning
How to Deploy Machine Learning Model as an API in Python - FastAPI
72.3K viewsJun 13, 2022
YouTubeSiddhardhan
Creating APIs For Machine Learning Models with FastAPI
20:06
Creating APIs For Machine Learning Models with FastAPI
40.7K viewsApr 8, 2024
YouTubeNeuralNine
AWS Sagemaker tutorial | Build and deploy a Machine Learning API with Python
53:32
Find in video from 44:47Creating the API
AWS Sagemaker tutorial | Build and deploy a Machine Learning API wit…
31K viewsOct 30, 2023
YouTubeComputer vision engineer
How To Deploy Machine Learning Models Using FastAPI-Deployment Of ML Models As API’s
18:58
How To Deploy Machine Learning Models Using FastAPI-Deploymen…
159.6K viewsNov 19, 2020
YouTubeKrish Naik
How to deploy Machine Learning model as a Rest API? | Flask Rest API | Integrate in existing web app
9:08
How to deploy Machine Learning model as a Rest API? | Flask Rest …
19.1K viewsMar 1, 2022
YouTubeBI Insights Inc
What is an API? | Introduction to APIs | FAST API for Machine Learning | CampusX
46:37
What is an API? | Introduction to APIs | FAST API for Machine Lear…
275.8K views10 months ago
YouTubeCampusX
How to Deploy ML Solutions with FastAPI, Docker, & AWS
28:48
Find in video from 03:20Creating the Search API with FastAPI
How to Deploy ML Solutions with FastAPI, Docker, & AWS
87.4K viewsMay 18, 2024
YouTubeShaw Talebi
21:44
Find in video from 00:11Machine Learning Model
How to build ML Architecture with AWS SageMaker + Lambda + API …
48.2K viewsMay 20, 2022
YouTubeData Science Garage
24:46
Find in video from 05:45Setting Up API
Deploying Machine Learning model as API on Heroku | FastAPI | Hero…
18.9K viewsJun 20, 2022
YouTubeSiddhardhan
1:09:10
Find in video from 05:33Creating the API
How To Deploy A Machine Learning Model: Step By Step From Notebo…
3.8K viewsJul 11, 2024
YouTubeGiraffa Analytics
1:08:23
Build Apps using Machine Learning APIs - Ultimate Machine Learning …
1.7K viewsJul 11, 2021
YouTubeTECH WITH SACH
1:23:46
Build & Deploy ML Churn model with FastAPI, MLFlow, Docker, & …
21.4K views7 months ago
YouTubeAnas Riad
18:45
Find in video from 05:00Creating the FastAPI App
Deploy ML models with FastAPI, Docker, and Heroku | Tutorial
126.2K viewsJul 30, 2022
YouTubeAssemblyAI
21:02
Find in video from 10:50Testing the API
Deploying ML model as Public API using FastAPI and Ngrok in Googl…
32.1K viewsJun 15, 2022
YouTubeSiddhardhan
51:26
Find in video from 07:55Implementing the API
Deploy Machine Learning Model on Azure: A Step-by-Step Guide to Do…
6.4K viewsJan 25, 2024
YouTubeSiddhardhan
15:07
🚀 Serve ML Models with FastAPI: Practical Tutorial | Master FastAPI
452 views4 months ago
YouTubeMLWorks
0:20
How to Host a Machine Learning Model as an API in 30 Seconds
1.3K views6 months ago
YouTubeAI News and Inovation With Gienvision
21:17
How To Build an API with Python (LLM Integration, FastAPI, Ollama …
131.6K viewsFeb 21, 2025
YouTubeTech With Tim
40:52
API Course for Beginners 2026 | API Tutorial For Beginners Step By St…
12.7K views3 months ago
YouTubeSimplilearn
49:19
Deploying Machine Learning Model on Azure with Python | Step-by-St…
29.8K viewsJan 7, 2024
YouTubeSiddhardhan
10:39
Machine Learning Explained: A Guide to ML, AI, & Deep Learning
68.6K views5 months ago
YouTubeIBM Technology
11:42:50
Machine Learning Full Course for Beginners (2025) | Learn ML for F…
67.2K views8 months ago
YouTubeIntellipaat
15:20
How to train AI ML models? Full pipeline in 15 mins.
70.9K viewsFeb 10, 2025
YouTubeChemCoder
22:23
All Machine Learning Models Clearly Explained!
442.9K viewsFeb 2, 2025
YouTubeAI For Beginners
12:41
Find in video from 01:53Creating the API
Deploy ML model in 10 minutes. Explained
114K viewsOct 11, 2023
YouTubeDaniel
25:48
Find in video from 02:02Importing Fast API and Responses
Deploy Machine Learning Model to AWS Lambda using Docker and F…
14K viewsDec 3, 2022
YouTubeTalha Anwar
14:50
Model deployment and inferencing with Azure Machine Learning | Ma…
46.2K viewsJul 23, 2021
YouTubeMicrosoft Azure
22:21
Deploying Machine Learning Models - Full Guide
12.8K viewsAug 10, 2024
YouTubeNeuralNine
1:05:05
Find in video from 03:21Machine Learning Framework
Machine Learning Model with FastAPI, Streamlit and Docker
7.6K viewsApr 7, 2023
YouTubecodetricks
See more videos
Static thumbnail place holder

  • APIs and Services | Google Cloud API Manager

    https://cloud.google.com
    About our ads
    SponsoredBrowse and enable APIs for VPC, AI, and data services from Google Cloud. Try for free n…

    No up-front costs · Contact us today · Detailed documentation · Try it free