Ultimate Streamlit Industry Guide

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Maxim Migutin

2:03:06

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1 - Intro

1 - Welcome.mp4

02:31

2 - Course contents.mp4

01:58

3 - Getting to know each other.mp4

01:41

4 - Motivation to learn Streamlit.mp4

08:20

2 - Fast kickoff

5 - Launching an App locally in 5mins.mp4

03:12

5 - fast-kickoff.zip

6 - App architecture ML pipeline behind it.mp4

06:28

3 - Solving Real World problem Locally

7 - Defining the Business Problem.mp4

04:39

8 - Industry workflow.mp4

07:51

8 - car pricing dataset kaggle.zip

9 - Understanding the App Codebase.mp4

15:22

9 - case1-local.zip

10 - Packaging App into Docker.mp4

09:29

10 - a great minicourse to get started with docker.zip

10 - docker in 10 minutes.zip

4 - Upgrading the Solution CLOUD

11 - Setting up GCP part 1.mp4

08:26

11 - installing gcloud cli locally.zip

12 - Setting up GCP part 2.mp4

07:43

13 - Cloud deployment part 1.mp4

09:54

13 - case2-cloud.zip

14 - Cloud deployment part 2.mp4

03:57

5 - Going PRO Adding CICD

15 - Understanding the pipeline.mp4

03:29

16 - Setting up GitLab.mp4

11:31

16 - case3-cloud-CICD.zip

16 - how to set up your ssh.zip

17 - Deployment.mp4

08:39

18 - Improvement ideas.mp4

03:27

18 - mlflow model registry.zip

6 - Career Life Hacks

19 - Ideas to Accelerate Your Career.mp4

04:29

19 - example of a personal website.zip

19 - system design book.zip

Description

Learn to solve Real World Business Problems with Analytical Apps from an industry professional

What You'll Learn?

Solve Real World Business Problems with Analytical Apps
Develop & Enhance your Data Analytics/Data Science portfolio
Create a Solid Case to GET PROMOTED in Your Analytics Career
Strengthen your Analytics Toolbox with DevOps Skills

Who is this for?

Python enthusiasts, Data Scientists, Data Analysts, Developers, AI professionals

More details

Description
Would you like to boost your IT career with the help of Analytics and Cloud Technology?

You've come to the right place!

There's no better way to achieve that than by solving a Real World Business Problem and sharing your solution with the audience in an interactive & web-accessible format!

STREAMLIT has been helping me accomplish just that in IT, Food and Travel industries over the last 4 years.
With the help of this amazing open-source framework I've drawn attention of C-level management to the areas for business improvement, grew my Team and even changed the country where I live & work!
Streamlit has a really flat learning curve as it's 100% Python-based.
At the same time it enables you to go from an idea to a full-scale App running somewhere in the Internet in less than 1 day!

Join me in this fun and Industry-shaped course to get new skills and improve your Tech&business acumen!

By the end of this course you will be able to:

Shape your ideas into a feasible Analytical App MVP
Package your ML models into Web Apps using STREAMLIT
Deploy your Apps to the Internet via Google Cloud
Upgrade your DS/DA toolbox by solid DevOps skills
Automate App Cloud deployment via Gitlab CICD

Who this course is for:
Python enthusiasts, Data Scientists, Data Analysts, Developers, AI professionals

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Hi! I'm Max!Key facts about me:- I've lived in 5 countries (FR, KOR, KZ, RU, now NL) and traveled across 35- I've helped multiple 11-figure companies improve their business with the help of Analytics, organising effective IT project management: IBM, KFC, Booking- I'm a tier-1 University Professor teaching Graduate (Master) students "HR Analytics" and "AI Industry overview" courses

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