Build Machine Learning Web Application with Streamlit
Build Machine Learning Web Application with Streamlit, available at $39.99, has an average rating of 4.1, with 12 lectures, based on 5 reviews, and has 18 subscribers.
You will learn about Machine Learning algorithms like Decision Trees, Random Forests Create Machine Learning Web Apps Machine Learning Performance Measures like Confusion Matrix, ROC/AUC, Precision-Recall Curve Crucial Streamlit Commands This course is ideal for individuals who are Data Scientist who want to develop application based on their machine learning models It is particularly useful for Data Scientist who want to develop application based on their machine learning models.
Enroll now: Build Machine Learning Web Application with Streamlit
Summary
Title: Build Machine Learning Web Application with Streamlit
Price: $39.99
Average Rating: 4.1
Number of Lectures: 12
Number of Published Lectures: 12
Number of Curriculum Items: 12
Number of Published Curriculum Objects: 12
Original Price: $39.99
Quality Status: approved
Status: Live
What You Will Learn
- Machine Learning algorithms like Decision Trees, Random Forests
- Create Machine Learning Web Apps
- Machine Learning Performance Measures like Confusion Matrix, ROC/AUC, Precision-Recall Curve
- Crucial Streamlit Commands
Who Should Attend
- Data Scientist who want to develop application based on their machine learning models
Target Audiences
- Data Scientist who want to develop application based on their machine learning models
So you are a data scientist who has created great machine learning algorithms in python notebook. Now, you are thinking of developing an application based on that algorithm that can be shared with others or you want to capitalize by selling that application.
Even if you are just starting out in data science, you will reach a point, where you will look to build applications around your model.
Streamlit is the answer to your question, it is an open-source Python library that makes it very easy to create a web application based on machine learning and data for data science. It is easy to learn, you don’t need to understand all the concepts in web programming like HTML, CSS, javascript. Hence, you can build powerful machine learning web apps in a few lines of code at a great speed.
In this course we will cover the following:
1. Introduction to Streamlit
2. Installation of Streamlit
3. Concept of Money Laundering
4. Creating Machine Learning Web App from Scratch
5. Brief description of Machine Learning algorithms like Decision Trees and Random Forests
6. Short Introduction to performance measure of Machine Learning Models like Confusion Matrix, ROC Curve, Precision and Recall Curve
We will gain a lot of useful knowledge from this course. I hope to see you in this course.
Course Curriculum
Chapter 1: Introduction
Lecture 1: Introduction
Lecture 2: Demonstration of Final Product
Chapter 2: Web Application Development
Lecture 1: Installation of Streamlit
Lecture 2: Concept of Money Laundering
Lecture 3: Machine Learning Web Application Part 1
Lecture 4: Machine Learning Web Application Part 2
Lecture 5: Machine Learning Web Application Part 3
Lecture 6: Decision Trees
Lecture 7: Random Forests
Lecture 8: Machine Learning Web Application Part 4
Lecture 9: Performance Metrics for Machine learning Models
Chapter 3: Epilogue
Lecture 1: Thank You !!!
Instructors
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Kiran Kumar Shah | FCCA,M.A in Eco,DipIFRS,CAMS,CAMS-AUDIT,CFE,CISA,CISSP
AML/CFT Specialist and Risk Management Expert
Rating Distribution
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- 2 stars: 1 votes
- 3 stars: 0 votes
- 4 stars: 2 votes
- 5 stars: 2 votes
Frequently Asked Questions
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