Latest Courses
Node, Express, React JS & MySQL full stack web developmentCheck course
Apache Cassandra for Data EngineersCheck course
One page Portfolio template with sliding sectionsCheck course
PHP | Create a Cryptocurrency Website From ScratchCheck course
Build A TodoList with Java, Spring Boot and VueCheck course
Elementor Custom CSS Masterclass For BeginnersCheck course
Salesforce CPQ Complete MasterclassCheck course
AWS Identity and Access Management (IAM) FoundationsCheck course
Download & Setup PHP Real Estate Management Software QuicklyCheck course
Android App Development with JetPack ComposeCheck course
Node, Express, React JS & MySQL full stack web developmentCheck course
Apache Cassandra for Data EngineersCheck course
One page Portfolio template with sliding sectionsCheck course
PHP | Create a Cryptocurrency Website From ScratchCheck course
Build A TodoList with Java, Spring Boot and VueCheck course
- 30% Applied Machine Learning without coding using Orange 3

Applied Machine Learning without coding using Orange 3

$13.99Track price

Add your review
Add to wishlistAdded to wishlistRemoved from wishlist 0
Add to compare
8.4/10 (Our Score)
Product is rated as #173 in category Machine Learning

This is a course about data science and machine learning without using any programming!

Orange 3 is used as the platform for the course. It is public domain and very powerful tool with a lot of flexibility. It is a visual environment making it very easy to demonstrate your work to others. You do not need to have any background in machine learning in order to follow this course. I have tried to keep the concepts very simple and provide enough theory to get you started. I provide resources for further reading if you want to advance your knowledge in machine learning and data science.

Although Orange 3 is a simple tool, it can accomplish advanced tasks. I did not cover all of Orange 3’s capabilities, however at the end of the course you will be able to experiment with all of its features.

I will cover a variety of topics:

Data pre–processing

Imputation

Outlier detection

Variable transformation

Handling of imbalanced data sets

Modelling for both classification and regression problems

Linear regression

Support vector machines

Neural Networks

kNN

k–Means

Random forest

Time series forecasting. This is normally a subject of advanced courses but I thought to include it and give you an idea of how it is performed, as so many real life problems are time series

Instructor Details

I finished my Ph.D. in Chemical Engineering, specializing in advanced control systems way back in 1995. At that time MATLAB was starting to become the tool of choice for academics, Mosaic was our favourite browser and computers were very slow. I was lucky enough to have access to a main-frame at that time and started to perform programming in C++ for my thesis. I remember those days that took us easily 4-5 minutes for a 20 Neuron network. SVM and some of the other techniques were in experimental phase at that time! After graduating with my PhD I started working in the industry and kept on following the advancements in data science, both algorithmically and computationally. I have been part of many industrial applications where predictions were used to improve the quality of many goods you use every day. From the pet-food you use to feed your pets to the polyester used to make some of the clothes you are wearing. I am still an industrial practitioner, however now it is very rare that I do the work myself but I have a group of engineers and scientists that amongst other things do some data science work under my supervision. I really like how data science has evolved and I am fascinated that I can now do on my Mac in under 1 minute calculations that used to take several minutes on a Unix SPARC station ;)

Specification: Applied Machine Learning without coding using Orange 3

Duration

10 hours

Year

2020

Level

Intermediate

Certificate

Yes

Quizzes

No

2 reviews for Applied Machine Learning without coding using Orange 3

5.0 out of 5
2
0
0
0
0
Write a review
Show all Most Helpful Highest Rating Lowest Rating
  1. Gulshan Madhur

    Very good till now. Interested to know how big dataset can be handled by this.

    Helpful(0) Unhelpful(0)You have already voted this
  2. Sean Tierney

    Great teacher. Good teaching style and easy to follow content.

    Helpful(0) Unhelpful(0)You have already voted this

    Add a review

    Your email address will not be published. Required fields are marked *

    This site uses Akismet to reduce spam. Learn how your comment data is processed.

    Applied Machine Learning without coding using Orange 3
    Applied Machine Learning without coding using Orange 3

    $13.99

    Price tracking

    Java Code Geeks
    Logo
    Register New Account
    Reset Password
    Compare items
    • Total (0)
    Compare