Javascript and Python Streamlit ML project based course

Learn to use HTML, CSS, Javascript to create projects such as games and quizzes, Python streamlit for Machine learning

5.00 (2 reviews)
Udemy
platform
English
language
Programming Languages
category
instructor
Javascript and Python Streamlit ML project based course
17
students
10.5 hours
content
Sep 2023
last update
$19.99
regular price

What you will learn

At the end of the course you will have great technical knowledge on HTML, CSS, Javascript and Python Streamlit

You will learn theoretical aspects on Javascript

You will be able to build projects using HTML, CSS and Javascript to develop games and quizzes

Learn Event Handlers and DOM manipulation in a project

Set Time Out and Set Interval in a project

Create Machine Learning projects webapp using Python Streamlit

Learn to use Panda for Data Analysis

Linear Regression and Matplotlib

Implement Scikit-Learn for Machine Learning Projects

Random Forest and Decision Trees

Why take this course?

--- # Master Javascript & Python with Streamlit ML Projects ๐Ÿš€ ### Course Title: **Javascript and Python Streamlit ML Project Based Course** #### Instructor: Salvatore Aetos --- ## **Course Headline:** Dive into the world of coding with hands-on projects in Javascript & Python! ๐ŸŒโœจ --- ### **Overview:** If you're looking to **kickstart your journey** in learning JavaScript or enhance your existing skills, this is the perfect course for you. Whether you're a beginner or an intermediate developer, this comprehensive course will take your knowledge of HTML, CSS, Javascript, and Python with Streamlit to the next level. You'll work on practical projects like interactive Quizzes and engaging Games from scratch. Let's build something cool together! ๐Ÿ› ๏ธโœจ --- ### **What You'll Learn in this Course:** #### **Javascript Theory (From Basics to Advanced Concepts):** - Variables & Data Types - Functions, Parameters, and Returns - Scope & Flow Control - Alert, Confirm, Prompt - Objects & Arrays - Mathematical & Logical Operators - **And much more! (Future topics to be added)** ๐Ÿ“š๐Ÿ’ก --- **This is a fun, practical & project-based course for all skill levels.** You'll get hands-on experience with HTML5, CSS3, and JavaScript. Every project is built from the ground up, ensuring you learn the ins and outs of dynamic functionality without relying on frameworks or libraries. ๐Ÿ› ๏ธ๐Ÿ’ป --- ### **Your Projects:** #### **Project 1: Quiz Game** - Random Number Generation - User Interface Design - Algorithm Implementation for Calculating Answers - Win and Lose Conditions - Progress Bars & Overlays - Animations to Engage Users ๐ŸŽฎ #### **Project 2: Whack a Mole Game** - ES6 Syntax Exploration - Event Listeners & CSS Control with JavaScript - Timing with `setTimeout` vs. `setInterval` - Working with `const`, `let`, and regular functions - High Score Tracker & Local Storage Implementation ๐Ÿ€๐Ÿ”จ --- ### **Machine Learning Journey with Python & Streamlit:** Are you ready to leap into the realm of Machine Learning and Data Science? This course will guide you through the process of setting up your environment, installing libraries, and creating projects that apply Supervised and Unsupervised Learning. You'll work on: 1. **Salary Predictor** ๐Ÿ’ผ 2. **Classification Webapp** ๐Ÿ“Š 3. **BMI Calculator** ๐Ÿงช --- ### **Machine Learning Libraries:** Get hands-on with these powerful libraries: - Streamlit for creating interactive web apps without writing boilerplate code - KNN & Clustering for basic classification and clustering algorithms - SVM (Support Vector Machines) for efficient and scalable machine learning models - Numpy for numerical computing - Pandas for data manipulation and analysis - MatplotLib for data visualization - Scikit-Learn for machine learning algorithms and tools ๐Ÿ› ๏ธ๐Ÿ’ป --- ### **Assessment & Challenges:** - Quiz on Streamlit and Machine Learning to test your knowledge - A challenge to create a fully functional BMI Calculator with explanations provided in text and video format ๐Ÿ† --- ### **Join the Developer Shack Today!** Unlock the secrets of Machine Learning for Data Science with Salvatore Aetos. Sign up now, embark on an exciting journey, and create amazing apps with Streamlit ML projects! ๐Ÿš€๐ŸŽ‰ --- **Ready to code, learn, and build? Click [here](#) to enroll and start your coding adventure with us!**

Screenshots

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Reviews

Nat
July 14, 2023
I was blown away how much value the instructor brings to the table. Two different languages with theory and application in real life projects. Explanations and breakdown of the logic was impressive and I understood it very well. Highly recommend the course definitely value for money.
Mel
June 4, 2023
This course was excellent! I learnt so much and felt confident in trying out my own program. Highly recommend this course as you are learning both Javascript and Python. The instructor knows what he is talking about and has really broken down the understanding of the code properly in html, css, javascript and python. This course has theory, application in game, machine learning and to test your understanding in quiz too.

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4541162
udemy ID
2/8/2022
course created date
10/14/2023
course indexed date
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