Deploying Machine Learning Models with Flask, Docker and GCP - LeCoinStat - World Latest Movie, Series, Videos and Trailers | fetery.com

Deploying Machine Learning Models with Flask, Docker and GCP

7,077 views

Published on May 12, 2024

About :

In this comprehensive tutorial, learn step-by-step how to deploy your machine learning models using Flask, Docker, and Google Cloud Platform. Whether you are a developer or a data scientist, this video will provide you with the knowledge needed to build scalable and performant web applications based on your ML models. What you will learn: Installing and configuring Flask to serve your model Containerization with Docker for better portability and ease of deployment Deploying on Google Cloud Platform to take advantage of cloud infrastructure and scale efficiently In this video Deploying Machine Learning Models with Flask, Docker and GCP: 0:00 - Introduction 01:31 - Steps to deploy a model 04:38 - Presentation of the problem 05:20 - Creation of the virtual environment 06:35 - Creation of the model 09:50 - Serialization 10:22 - Creation of the API 20:04 - Creation of a Google Cloud Platform account 21:45 - Containerization 24:01 - Deployment on GCP 31:44 - Conclusion and subscribe ???? The codes and resources are available here: https://github.com/LeCoinStat/LeCoinS... #LeCoinStat #datascience #statistics #machinelearning --------------------------------------- ???? Relevant links ???? My newsletters: https://natacha-njongwa-yepnga.ck.pag... YouTube: https://www.youtube.com/c/LeCoinStat?... Linkedin: / natacha-njongwa-yepnga Discord: / discord TikTok: https://vm.tiktok.com/ZMLEgAhku/ Instagram: / lecoin_stat Facebook: / lecoinstat

vidoe Comments

Trend Videos

24:30

The home of a shopaholic whose wardrobe is finally starting to burst

원지의하루

496,852 views 3 days ago

28:34

[Ah-hyung Highlight] All below Seoul National University..?! Mi-mi-minu and Seo Jang-hoon arguing about affinity vs. high affinity - Triple S Kim Yoo-yeon from Ewha Womans University's one-shot at Seo Jang-hoon💥 Knowing Brothers JTBC 241116 broadcast

아는형님 Knowingbros

1,684,028 views 5 days ago

23:49

🔥Love counseling is back and it's even hotter🌶️🔥 with Eunji from the Jongji couple

아옳이

420,236 views 2 days ago

21:05

The most expensive country... the world's cheapest Michelin 1 star

잡재홍

294,203 views 3 days ago

25:39

[SUB] Byun Woo-seok's birthday party where you can't laugh

유병재

1,633,165 views 1 day ago

33:00

Broken Taxi, Strange Taxi Driver and 2 Days & 1 Night - Tajikistan (3)

곽튜브

735,247 views 5 days ago

33:00

Broken Taxi, Strange Taxi Driver and 2 Days & 1 Night - Tajikistan (3)

곽튜브

735,247 views 5 days ago

23:39

My sister-in-law, a foreigner who suddenly wants to live in Korea while out and about in Seoul wearing a hanbok for the first time in her life (feat. Horonggak)

예나러브 [Jun & Yena]

180,162 views 2 days ago

4:57

Lee Su Yeon - You Know My Name [Immortal Songs 2 Singing the Legend/Immortal Songs 2] KBS 241109 Broadcast

KBS 레전드 케이팝

1,418,880 views 12 days ago

37:22

Delicious VS Untasty for 24 hours!! What is the most untasty way to eat Jjajangmyeon?!

파뿌리

655,087 views 4 days ago

40:41

[SUB] ※Essential knowledge for freshmen※ Surviving the drinking party [I didn't prepare anything] EP.34 #Lee Young-ji #Twice #TXT

차린건 쥐뿔도 없지만

3,371,084 views 6 days ago

15:08

I cried for the first time after watching a movie.. Attack on Titan finaleㅇㅅㅇ

아이자와 유우키

101,877 views 2 days ago

3:15

MEOVV - 'TOXIC' M/V

THEBLACKLABEL

8,898,383 views 3 days ago

35:37

※The greatest reversal of roles※ NCT DREAM takes the lead in swallowing and digesting Mimimi Nu. Popularity Season 2 EP.35

모비딕 Mobidic

370,858 views 1 day ago

26:41

Reasons for not getting married. No, I can't... No, I won't...

걍밍경

1,102,980 views 7 days ago

12:41

Jindo dog that was stuck in an apiary for 2 months returns to its original home

프응TV Honeybeefather

538,807 views 8 days ago

8:45

Understanding the intention of the questioner

너덜트

2,154,382 views 7 days ago

30:55

[Eating Vlog #105] Salppejo is actually a famous noodle artist🍲 A collection of noodle mukbangs perfect for binge-watching on a cold day😋♨️

살빼조DietJo

178,134 views 1 day ago

11:12

stupid flirt

짧은대본 ShortPaper

720,054 views 12 days ago

5:10

I got an email from YouTube regarding my subscriber count.

보겸s

678,639 views 2 days ago

19:57

[VLOG] Tearful Taeyomine Dongdong's Birth Vlog 👼🏻

태요미네

1,679,990 views 7 days ago

11:44

HAON - Skrr (feat. GISELLE of aespa) [Official KCam] ENG/KOR

KC 케이씨

415,073 views 1 day ago

18:48

NCT DREAM Appears at Our School?! l [Dingo Attack] School Edition with NCT DREAM

딩고 스튜디오 / dingo studio

492,512 views 2 days ago

1:13

[How to Train Your Dragon] Teaser Trailer

유니버설 픽쳐스

225,288 views 2 days ago

15:17

Visit to Nona's Hannam-dong Mansion (feat. Italian Ambassador Emilia Gatto)

밀라논나 Milanonna

154,002 views 2 days ago

21:43

[VLOG] Our family is very united‼ 2 days and 1 night in a quiet country life (with boyfriend's family)

지유롭게

186,688 views 3 days ago

9:08

Signs of a awning

짧은대본 ShortPaper

564,118 views 5 days ago

7:01

I did well on the CSAT (Myrin, a high school senior, shares her story on the 2025 CSAT) Myrin TV

마이린 TV

482,615 views 6 days ago

17:57

What happens when you run 100km in 7 days

고재영

1,142,186 views 6 days ago

41:48

When cooking, panic. The first great step to conquering the kitchen. [Night Chef]

김풍천국

231,122 views 1 day ago

16:46

Sold out in 10 minutes. Samsung Galaxy Z Fold SE... What are your thoughts after using it for a week?

ITSub잇섭

1,067,818 views 7 days ago

18:12

Why 53-Year-Old Sean Maintains His Teenage Vessels (Diet Revealed, Workout Routine)

션과 함께

1,127,486 views 6 days ago

Google AdSense
336 x 280

Up Next

46:47

[BTN Revisited] Monk Jongbeom - The moment you rest your mind, worries and concerns disappear: Musangsa Invitational Dharma Service 175

한국불교 대표방송 BTN

86,663 views
3 years ago

42:30

There is nothing easier than looking into yourself - The famous sermon that you want to hear again, by Monk Jongbeom, Episode 18

한국불교 대표방송 BTN

31,576 views
3 years ago

[Live] Happy Conversation Season 2, Meet Monk Beopryun Again. Jeonju 1122

법륜스님의 즉문즉설

45:00

[Dharma Talk] Invitational Dharma Talk by Great Monk Jongbeom at the Shinjunggido Ipjae in February 2023 / Story of Enlightenment

진관사TV JinkwansaTV

36,653 views
1 year ago

41:01

[BTN Rewatch] Monk Jongbeom - The Way to Achieve Joy Without Life and Death: Musangsa Invitational Dharma Service 254th

한국불교 대표방송 BTN

35,790 views
3 years ago

40:24

Do you know what happens when you throw out a thought? [Musangsa Cholboggi Jongbeom Seunim]

깨달음을 얻는 BTN 명법문

83,078 views
1 year ago

46:45

[#Jongbeom Seunim] How to get rid of 'disease'! Don't be obsessed with the form #Seeing the famous dharma again

BBS 법문

9,941 views
2 months ago

41:55

[BTN Revisited] Monk Jongbeom - All of the afflictions, sins, and suffering are ignorance! : Musangsa Invitational Dharma Service, Episode 258

한국불교 대표방송 BTN

59,735 views
3 years ago

42:08

[BTN Revisited] Monk Jongbeom - The right direction and method of mind study! : Musangsa Invitational Dharma Service 250th

한국불교 대표방송 BTN

66,317 views
3 years ago

40:23

[#Monk Jongbeom] The pinnacle of the middle path, the flower of Mahayana, 'Avatamsaka Sutra' #Revisiting the famous dharma

BBS 법문

6,219 views
1 month ago

24:04

A way to escape from thoughts that bother me [Fragrant Dharma talk by Monk Jongbeom] #Monk Jongbeom #Life #Buddhism

깨달음을 얻는 BTN 명법문

20,261 views
4 months ago

51:24

[#Buddha's Birthday Special] Anxious Mind is a Shadow, There is Only True Heart, No Anxious Mind Invitational Dharma Service by Monk Jongbeom of Seonwoojeongsa

BBS 불교방송

125,664 views
1 year ago

43:16

[#Revisiting the famous Dharma] All teachings come from the Dharma (Chapter 8 Birth through the Dharma) The path to enlightenment heard from the great monk, Monk Jongbeom

BBS 불교방송

27,491 views
1 year ago

22:59

The reason why death is feared is because of 'this'! #Monk Jongbeom #Death #Buddhism

깨달음을 얻는 BTN 명법문

15,040 views
7 months ago

26:55

[Dharma Wheel Monk's Buddha Story] 33 A person who is free from everything

법륜스님의 희망세상만들기

385,518 views
6 years ago

47:32

[Dharma Talk] September 2024, Gapjin Year, Invited Dharma Talk by Venerable Jongbeom / Focusing on the Jeungjisojibiyeo-gyeong [Jingwansa TV]

진관사TV JinkwansaTV

12,992 views
4 weeks ago

56:03

The Fragrant Dharma Talk of Monk Jongbeom - “Nirvana and the Five Paths”

부루나

34,214 views
3 years ago

44:43

Jongbeom Seunim - If you are deluded by the form, endless greed and attachment will arise! [Rewatching BTN Musangsa Invitational Dharma Service 162nd]

한국불교 대표방송 BTN

48,288 views
3 years ago

50:02

HOW TO BECOME A NURSE IN CANADA? Step by step guide to VALIDATION OF YOUR NURSING DEGREE

Canadá, mais que um sonho.

6,341 views
1 year ago

18:18

The step-by-step process of diploma recognition in Portugal

Portugal por Camila

7,798 views
3 years ago

28:35

“UNDEREMPLOYMENT” IN PORTUGAL: DON’T DISCARD THIS OPTION Interview with Gabriela Amarela

Taíssa Souza - Bora Morar Fora

7,241 views
5 years ago

15:30

Validation of the Brazilian Nursing Diploma 🇧🇷 in Portugal 🇵🇹

Munique Santtos_

9,878 views
2 years ago

55:08

Na Dança Pod #22 - Turning dance into a business Marot Badr

Na Dança Podcast

97 views
2 weeks ago

16:20

Nursing accreditation process in Portugal. Part I#nursinginportugal, #diplomavalidation.

Família Chain

3,868 views
3 years ago

22:48

NURSES - IRELAND NEEDS YOU, AND PAYS WELL!

A Gringa e Eu

27,046 views
7 years ago

6:02

✅ Step by Step Necessary Documents to Request Nursing Approval in Spain 🇪🇸in 2024

Morando na Espanha - por Amanda Kalil

2,340 views
1 year ago

33:43

MASTERS IN PORTUGAL Interview with Inglity Nascimento

Taíssa Souza - Bora Morar Fora

5,660 views
5 years ago

10:41

How to obtain a Nurse License in Portugal?

Darlan Cunha de Morais Filho

23,166 views
6 years ago

14:48

How much did I invest to be able to train as a Nurse in Portugal? 🇵🇹

Munique Santtos_

5,253 views
1 year ago

9:02

Validate diploma and acquire professional card - Portugal

Rosa Tule

18,874 views
6 years ago

28:59

How to become a Nurse in Canada? - Student Pathways

Student Pathways Brazil

11,318 views
4 years ago

9:57

Equivalence of High School and Technical Course in Portugal #accounting

Miscigenados

5,124 views
2 years ago

22:34

VALIDATION OF NURSING DEGREE IN CANADA

Kitty no Canadá

65,751 views
8 years ago

12:20

Nursing Recruitment Agencies / Nursing Diploma Validation in Switzerland

Vanessa Tiba

2,823 views
1 year ago

14:10

EM: After the diagnosis, I left the AuPair program and returned to Brazil.

Caroline Silva

1,032 views
3 years ago

13:28

7 documents you need to take to Portugal Apostilles! Gaucha through Europe

Gaúcha pela Europa

49,246 views
3 years ago

20:48

HOW TO BE A NURSE IN PORTUGAL 🇵🇹 #portugal #nursing #faculdade #dicas

Familia Delatorre

19,354 views
2 years ago

Google AdSense
336 x 280