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Machine Learning With Orange

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Bannerghatta Main Road, Bangalore

Course ID: 42890

Bannerghatta Main Road, Bangalore

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About the Course

The course is for anyone who wants to understand Machine Learning. It is for developers, students, business analyst. We have a challenge for you. Once you complete the 4-hour course you will be able to solve machine learning problems. This is no joke. If the student does not get equipped to solve a problem using ML then he can take the fees back.


The course will be taught using a tool Orange. Orange makes it easy for people to understand fundamental concepts of machine learning.



How Orange simplifies Machine Learning:


 


The course will cover the following concepts.



  •  What is machine learning? How does machine actually learn

  •  What is an orange tool and what are its capabilities?

  •  What are regression and classification problems in machine learning

  •  What is a cost function

  •  What is supervised learning

  •  What is training in supervised learning

  •  What is overfitting, bias and variance in machine learning 

  •  What is regularization

  •  Supervised learning algorithms with real-life data sets.


    • Linear Regression

    • Logistic Regression

    • SVM

    • Decision trees


  • Unsupervised Learning Algorithm


    • Clustering

    • K-Means


  • How to fine-tune machine learning algorithms

  • How to measure performance of machine learning algorithm and select the best model


You will be wondering how could all these concepts be taught in 4 hours. Trust me. I have done for many students and you can also do it.

Date and Time

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About the Trainer

Vishal Singh picture

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1 Courses

I have been teaching data science for last 5 years and have an overall experience of 20+ years. I have devised a strategy where data science mastery can be done in short duration. The conventional way in the training is to focus on a language like Python along with data science. This confuses students more. My way is to first focus on fundamentals of machine learning data science using tools like Orange and Weka and then use a language of choice like Java, Python or C Sharp. I have tried this technique in many training courses and results are very promising.

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