FastAPI Full Course for Beginners | Build Real-World APIs + ML Project + Deployment
3:54:24
YouTubeSheryians AI School
FastAPI Full Course for Beginners | Build Real-World APIs + ML Project + Deployment
In this complete FastAPI + Machine Learning Project, you will learn how to build a real-world backend system and deploy it with a working frontend interface. This tutorial is designed to help you understand how modern APIs are built in real projects using FastAPI, and how machine learning models can be deployed as production APIs. We start from ...
88K views4 months ago
Machine Learning Basics
AI and Machine Learning Full Course 2026 | AI & Machine Learning Tutorial For Beginners |Simplilearn
23:27:07
AI and Machine Learning Full Course 2026 | AI & Machine Learning Tutorial For Beginners |Simplilearn
YouTubeSimplilearn
49.1K views2 months ago
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
9:49:26
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
YouTubeSimplilearn
8.5K views2 months ago
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial | Edureka
11:55:00
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial | Edureka
YouTubeedureka!
59.3K views2 months ago
Top videos
Build a Machine Learning API Using FastAPI & Scikit-Learn (Step-by-Step Python Tutorial)
19:26
Build a Machine Learning API Using FastAPI & Scikit-Learn (Step-by-Step Python Tutorial)
YouTubeOnur Baltaci
3K views9 months ago
Deploy ML Models as APIs with Flask in Python | Step-by-Step Guide
1:02:08
Deploy ML Models as APIs with Flask in Python | Step-by-Step Guide
YouTubeSiddhardhan
12K viewsJan 4, 2025
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
31.6K viewsOct 30, 2023
Machine Learning Projects
Top 5 Machine Learning Projects Ideas 2026 | Machine Learning Projects With Source Code |Simplilearn
5:58
Top 5 Machine Learning Projects Ideas 2026 | Machine Learning Projects With Source Code |Simplilearn
YouTubeSimplilearn
1.7K views4 months ago
Invoice Intelligence Machine Learning Project | Python + SQL + Scikit-Learn + Deployment
1:12:55
Invoice Intelligence Machine Learning Project | Python + SQL + Scikit-Learn + Deployment
YouTubeTech Classes
47.5K views2 months ago
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
6.6K views7 months ago
Build a Machine Learning API Using FastAPI & Scikit-Learn (Step-by-Step Python Tutorial)
19:26
Build a Machine Learning API Using FastAPI & Scikit-Learn (Step-by-St…
3K views9 months ago
YouTubeOnur Baltaci
Deploy ML Models as APIs with Flask in Python | Step-by-Step Guide
1:02:08
Deploy ML Models as APIs with Flask in Python | Step-by-Step Gui…
12K viewsJan 4, 2025
YouTubeSiddhardhan
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…
31.6K viewsOct 30, 2023
YouTubeComputer vision engineer
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
73.5K viewsJun 13, 2022
YouTubeSiddhardhan
Understanding the Architecture of the API | Deployment of Machine Learning Models
4:19
Understanding the Architecture of the API | Deployment of Machine L…
35 views1 month ago
YouTubeSoledad Galli | Data Scientist @ Train in Data
Creating APIs For Machine Learning Models with FastAPI
20:06
Creating APIs For Machine Learning Models with FastAPI
41.5K viewsApr 8, 2024
YouTubeNeuralNine
Introduction to FastAPI | Deployment of Machine Learning Models
6:56
Introduction to FastAPI | Deployment of Machine Learning …
63 views1 month ago
YouTubeSoledad Galli | Data Scientist @ Train in Data
5:09
Running the API Locally | Deployment of Machine Learning …
14 views1 month ago
YouTubeSoledad Galli | Data Scientist @ Train in Data
37:59
Deploy Machine Learning Models with FastAPI & Docker | Full Tutorial
2.3K views11 months ago
YouTubeAnalytics Vidhya
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
15:07
🚀 Serve ML Models with FastAPI: Practical Tutorial | Master FastAPI
437 views6 months ago
YouTubeMLWorks
40:52
API Course for Beginners 2026 | API Tutorial For Beginners Step By St…
20.6K views5 months ago
YouTubeSimplilearn
46:37
What is an API? | Introduction to APIs | FAST API for Machine Lear…
340.4K viewsMay 9, 2025
YouTubeCampusX
18:45
Find in video from 05:00Creating the FastAPI App
Deploy ML models with FastAPI, Docker, and Heroku | Tutorial
127.4K viewsJul 30, 2022
YouTubeAssemblyAI
28:48
Find in video from 03:20Creating the Search API with FastAPI
How to Deploy ML Solutions with FastAPI, Docker, & AWS
93.7K viewsMay 18, 2024
YouTubeShaw Talebi
21:17
How To Build an API with Python (LLM Integration, FastAPI, Ollama …
130K viewsFeb 21, 2025
YouTubeTech With Tim
1:23:46
Build & Deploy ML Churn model with FastAPI, MLFlow, Docker, & …
31.4K views8 months ago
YouTubeAnas Riad
0:48
ML Model Deploy? Use FastAPI 💯 | Fastest & Easiest Way to Deploy …
1.1K views5 months ago
YouTubeThe Coding Vidyalaya
2:23:19
Build & Deploy ML Regression model with FastAPI, MLFlow, Doc…
24.2K views7 months ago
YouTubeAnas Riad
12:38
Free LLM API + Ollama Tutorial | Build & Deploy AI App in 12 mintu…
2.3K views2 months ago
YouTubeData Scientist Afzal
20:53
Use Machine Learning APIs on Google Cloud Challenge Lab GSP…
418 views3 months ago
YouTubeBackyard Techmu by Adrianus Yoga
5:54
Azure MLOps | #7: Predictions from Deployed Azure ML Models via RE…
264 views5 months ago
YouTubeSDET Adda For QA Automation
26:36
Build and Deploy Machine Learning Model From Scratch - Tamil 2026
7.9K views1 month ago
YouTubeAI with Thiru
18:58
How To Deploy Machine Learning Models Using FastAPI-Deploymen…
161.4K viewsNov 19, 2020
YouTubeKrish Naik
6:41
APIs Explained in 6 Minutes!
156K viewsMay 15, 2025
YouTubeByteByteGo
21:44
Find in video from 00:11Machine Learning Model
How to build ML Architecture with AWS SageMaker + Lambda + API …
48.6K viewsMay 20, 2022
YouTubeData Science Garage
14:05
Building a Machine Learning API with FastAPI
2.2K viewsFeb 2, 2024
YouTubeTech With Nanor
8:15
Deploy & Test Machine Learning APIs on AWS: API Gateway, Lamb…
44 views2 months ago
YouTubeAnalytics Vidhya
14:28
APIs 101: From Concept to Deployment for AI Engineers
2K viewsJan 11, 2025
YouTubeWhat's AI by Louis-François Bouchard
See more videos
Static thumbnail place holder