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Supervised Machine Learning Regression and Classification

5 Days
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Information Technology And Telecommunication Virtual Learning

Supervised Machine Learning Regression and Classification

AI offers businesses valuable insights into customer behavior trends and operational patterns, helping them develop new products. Today, many leading companies leverage AI fields like machine learning to enhance their operations. By the end of this specialization at the British Academy For Training And Development, participants will have mastered key concepts and acquired practical skills to effectively apply machine learning to tackle complex real-world challenges. For those aiming to enter the AI field or build a career in machine learning, this new Machine Learning Specialization is the perfect starting point.

Supervised Machine Learning Regression and Classification

Overview

Course Objectives

Who should attend? 

  • Software Engineers
  • Enthusiasts about AI

Knowledge and Benefits:

After completing the program, participants will be able to master the following:

  • have a broad understanding of machine learning, its concepts, and its methods.
  • Implementing fundamental machine learning algorithms such as back propagation and k-means clustering.
  • Tackling tasks such as multi-class classification and anomaly detection.
  • The ability to use Octave and Matlab to complete practical projects involving optical character recognition using a wide variety of approaches.
  • Get real-world experience on how to implement AI in the field of your work.

Course Outline

  • Introduction to Machine Learning
    • Applications of machine learning
    • What is machine learning?
    • Supervised learning
    • Unsupervised learning
    • Jupyter Notebooks
    • Linear regression model
    • Cost function formula
    • Cost function intuition
    • Visualizing the cost function
    • Visualization examples
    • Gradient descent
    • Implementing gradient descent
    • Gradient descent intuition
    • Learning rate
    • Gradient descent for linear regression
    • Running gradient descent
  • Regression with multiple input variables
    • Multiple features
    • Vectorization
    • Gradient descent for multiple linear regression
    • Feature scaling
    • Checking gradient descent for convergence
    • Choosing the learning rate
    • Feature engineering
    • Polynomial regression
  • Classification
    • Logistic regression
    • Decision boundary1
    • Cost function for logistic regression
    • Simplified Cost Function for Logistic Regression
    • Gradient Descent Implementation
    • The problem of overfitting
    • Addressing overfitting
    • Cost function with regularization
    • Regularized linear regression
    • Regularized logistic regression

Schedule & Fees

Currency:
Course Fees Starting From USD 1,500
Date Location Duration Price
28 Jun 2026
to 02 Jul 2026
Online 5 Days USD 1,500 Enroll Now
28 Jun 2026
to 02 Jul 2026
Online 5 Days USD 1,500 Enroll Now
05 Jul 2026
to 09 Jul 2026
Online 5 Days USD 1,500 Enroll Now
05 Jul 2026
to 09 Jul 2026
Online 5 Days USD 1,500 Enroll Now
12 Jul 2026
to 16 Jul 2026
Online 5 Days USD 1,500 Enroll Now
12 Jul 2026
to 16 Jul 2026
Online 5 Days USD 1,500 Enroll Now
19 Jul 2026
to 23 Jul 2026
Online 5 Days USD 1,500 Enroll Now
19 Jul 2026
to 23 Jul 2026
Online 5 Days USD 1,500 Enroll Now
26 Jul 2026
to 30 Jul 2026
Online 5 Days USD 1,500 Enroll Now
26 Jul 2026
to 30 Jul 2026
Online 5 Days USD 1,500 Enroll Now
02 Aug 2026
to 06 Aug 2026
Online 5 Days USD 1,500 Enroll Now
02 Aug 2026
to 06 Aug 2026
Online 5 Days USD 1,500 Enroll Now
09 Aug 2026
to 13 Aug 2026
Online 5 Days USD 1,500 Enroll Now
09 Aug 2026
to 13 Aug 2026
Online 5 Days USD 1,500 Enroll Now
16 Aug 2026
to 20 Aug 2026
Online 5 Days USD 1,500 Enroll Now
16 Aug 2026
to 20 Aug 2026
Online 5 Days USD 1,500 Enroll Now
23 Aug 2026
to 27 Aug 2026
Online 5 Days USD 1,500 Enroll Now
23 Aug 2026
to 27 Aug 2026
Online 5 Days USD 1,500 Enroll Now
30 Aug 2026
to 03 Sep 2026
Online 5 Days USD 1,500 Enroll Now
30 Aug 2026
to 03 Sep 2026
Online 5 Days USD 1,500 Enroll Now
06 Sep 2026
to 10 Sep 2026
Online 5 Days USD 1,500 Enroll Now
06 Sep 2026
to 10 Sep 2026
Online 5 Days USD 1,500 Enroll Now
13 Sep 2026
to 17 Sep 2026
Online 5 Days USD 1,500 Enroll Now
13 Sep 2026
to 17 Sep 2026
Online 5 Days USD 1,500 Enroll Now
20 Sep 2026
to 24 Sep 2026
Online 5 Days USD 1,500 Enroll Now
20 Sep 2026
to 24 Sep 2026
Online 5 Days USD 1,500 Enroll Now
27 Sep 2026
to 01 Oct 2026
Online 5 Days USD 1,500 Enroll Now
27 Sep 2026
to 01 Oct 2026
Online 5 Days USD 1,500 Enroll Now
04 Oct 2026
to 08 Oct 2026
Online 5 Days USD 1,500 Enroll Now
04 Oct 2026
to 08 Oct 2026
Online 5 Days USD 1,500 Enroll Now
11 Oct 2026
to 15 Oct 2026
Online 5 Days USD 1,500 Enroll Now
11 Oct 2026
to 15 Oct 2026
Online 5 Days USD 1,500 Enroll Now
18 Oct 2026
to 22 Oct 2026
Online 5 Days USD 1,500 Enroll Now
18 Oct 2026
to 22 Oct 2026
Online 5 Days USD 1,500 Enroll Now
25 Oct 2026
to 29 Oct 2026
Online 5 Days USD 1,500 Enroll Now
25 Oct 2026
to 29 Oct 2026
Online 5 Days USD 1,500 Enroll Now
01 Nov 2026
to 05 Nov 2026
Online 5 Days USD 1,500 Enroll Now
01 Nov 2026
to 05 Nov 2026
Online 5 Days USD 1,500 Enroll Now
08 Nov 2026
to 12 Nov 2026
Online 5 Days USD 1,500 Enroll Now
08 Nov 2026
to 12 Nov 2026
Online 5 Days USD 1,500 Enroll Now
15 Nov 2026
to 19 Nov 2026
Online 5 Days USD 1,500 Enroll Now
15 Nov 2026
to 19 Nov 2026
Online 5 Days USD 1,500 Enroll Now
22 Nov 2026
to 26 Nov 2026
Online 5 Days USD 1,500 Enroll Now
22 Nov 2026
to 26 Nov 2026
Online 5 Days USD 1,500 Enroll Now
29 Nov 2026
to 03 Dec 2026
Online 5 Days USD 1,500 Enroll Now
29 Nov 2026
to 03 Dec 2026
Online 5 Days USD 1,500 Enroll Now
06 Dec 2026
to 10 Dec 2026
Online 5 Days USD 1,500 Enroll Now
06 Dec 2026
to 10 Dec 2026
Online 5 Days USD 1,500 Enroll Now
13 Dec 2026
to 17 Dec 2026
Online 5 Days USD 1,500 Enroll Now
13 Dec 2026
to 17 Dec 2026
Online 5 Days USD 1,500 Enroll Now
20 Dec 2026
to 24 Dec 2026
Online 5 Days USD 1,500 Enroll Now
20 Dec 2026
to 24 Dec 2026
Online 5 Days USD 1,500 Enroll Now
27 Dec 2026
to 31 Dec 2026
Online 5 Days USD 1,500 Enroll Now
27 Dec 2026
to 31 Dec 2026
Online 5 Days USD 1,500 Enroll Now
Starting from
USD 1,500
Enroll Now
54 sessions available
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Book In-House
Starting from
USD 1,500
Enroll Now
54 sessions available
Course Info
5 Days
54 upcoming sessions
Classroom available
Online available
Actions
Book In-House