Course information

Machine Learning Course Outline

Module 1: Machine Learning - Introduction

  • What is Machine Learning?
  • Main Elements of Machine Learning
  • Traditional Programming Vs Machine Learning
  • Real Time Applications of Machine Learning

Module 2: Importance of Machine Learning and its Techniques

  • Importance of Machine Learning
  • Types of Machine Learning
  • How Machine Learning Works?

Module 3: Machine Learning Mathematics

  • What is Machine Learning Mathematics?
  • Why Mathematics is Significant for Machine Learning?

Module 4: Data Pre-Processing

  • What is Data Pre-Processing?
  • Way to Handling Missing Values

Module 5: Supervised Learning

  • Introduction to Supervised Learning

Module 6: Classification

  • Introduction to Classification
  • Types of Learners
  • Support Vector Machines (SVM)
  • How does SVM Work?
  • Discriminant Analysis
  • Naive Bayes
  • Nearest Neighbour

Module 7: Regression

  • Introduction to Regression
  • Regression Models
  • Linear Regression and GLM
  • SVR
  • Decision Tree
  • Neural Networks

Module 8: Unsupervised Learning

  • What is Unsupervised Learning?
  • Difference Between Supervised and Unsupervised Learning

Module 9: Clustering

  • Introduction to Clustering
  • K-Means
  • K-Medoids
  • Fuzzy
  • Hierarchal
  • Gaussian Mixture
  • Hidden Markov Model

Module 10: Deep Learning

  • Introduction to Deep Learning
  • Importance of Deep Learning
  • How Deep Learning Works?

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Who should attend this Machine Learning Training Course?

The Machine Learning Course is an intensive and comprehensive course designed to provide a deep dive into the fundamental concepts and applications of Machine Learning. The following are some professionals who can benefit greatly from this course:

  • Data Scientists
  • Data Analysts
  • Software Engineers
  • Business Analysts
  • Operations Managers
  • HR Professionals
  • Project Managers
  • Customer Service Managers

Prerequisites of the Machine Learning Training Course

Delegates must have a basic understanding of Python Programming and Statistics.

Machine Learning Course Overview

Embark on an immersive exploration of Machine Learning, a transformative field at the intersection of computer science and artificial intelligence. As the digital landscape evolves, the relevance of Machine Learning in extracting insights from data and powering intelligent systems becomes increasingly vital.

Mastery of Machine Learning is imperative for professionals in data science, software development, and business analytics. Those aspiring to harness the potential of data for informed decision-making should aim to master Machine Learning techniques. The Machine Learning Course is tailored for individuals seeking to elevate their analytical skills and stay ahead in an era driven by data-driven innovations.

The Knowledge Academy's 1-day Machine Learning Course equips delegates with practical knowledge and hands-on experience in deploying Machine Learning algorithms. The training delves into the essentials of data analysis, model building, and predictive analytics, ensuring participants gain a comprehensive understanding of Machine Learning applications. By the end of the course, delegates will be well-versed in leveraging Machine Learning tools to extract meaningful insights and drive informed decision-making.

Course Objectives:

  • To comprehend the fundamental principles of Machine Learning for data-driven insights
  • To understand the significance of Machine Learning in enhancing analytical and predictive capabilities
  • To gain hands-on experience in deploying Machine Learning algorithms for real-world applications
  • To enhance analytical skills through practical application of Machine Learning concepts
  • To empower professionals to leverage data effectively for informed decision-making
  • To stay ahead in the dynamic landscape of data-driven innovations

Upon completion, delegates will benefit from enhanced analytical skills and a deep understanding of Machine Learning applications. They will be equipped to apply Machine Learning techniques to real-world scenarios, extracting valuable insights from data and driving informed decision-making in their respective professional domains.

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What’s included in this Machine Learning Training Course?

  • World-Class Training Sessions from Experienced Instructors 
  • Machine Learning Certificate 
  • Digital Delegate Pack

Why choose us

Our Mississauga venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Mississauga is the sixth largest city in Canada. It is in the south of the province of Ontario in the region of peel. The city is estimated to have a population of around 715,000 people. The rapid growth of this city is attributed to its proximity to Toronto. It was originally built as suburb of Toronto. Education in Canada is mostly free and publicly funded. It is overseen by the federal, provincial and local governments, with the education within provincial jurisdiction and the curriculum overseen by the province. Education is compulsory in most provinces up to the age of 16. Mississauga is served by the Peel District School Board, which operates the secular English speaking public schools. There is also a school board that runs the local catholic schools and a board that runs the French speaking schools in the area, one for the secular French schools and one for the catholic French schools. There are a number of schools in the area that offer specialised programs. These include the French immersion schools such as Clarkson Secondary School and Streetsville Secondary School. There are three schools in the areas that off a Regional Arts Program and two that offer a specialist sci-tech program for students who are gifted in these areas. There is also two schools that offer support for those studying for the international baccalaureate plus numerous other programs. Canada’s higher has a very good reputation. However there is no formal ranking system and students will often choose colleges and universities bases on geographic convenience and the reputation of a particular course. Mississauga is home to one of the three campuses run by the University of Toronto. This university is ranked as the 34th best university in the world and is the second highest ranked Canadian university in the rankings. The campus was established in 1967 and is the universities second largest division. It is home to 12,000 students. They have 15 academic departments and pupils can choose from 148 programs to participate in from 89 areas of study. Students can study both undergraduate and graduate programs on this campus. This campus also has an excellent research environment that has helped the staff and researchers become internationally recognised for their work. The university includes Institutes for Management and Innovation, and Communication, Culture, Information and Technology.

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Address

Robert Speck 2
2 Robert Speck Parkway
Suite 750
Mississauga
Ontario
L4Z 1H8

T: +1 6474932992

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Machine Learning Course in Mississauga. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Machine Learning Course in Mississauga, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Machine Learning Course in Mississauga FAQs

Machine learning is a field of artificial intelligence that involves training algorithms to make predictions or decisions based on data without being explicitly programmed.
There are no formal prerequisites to attend this course. However, a basic understanding of Python Programming and Statistics is beneficial.
Benefits include gaining skills in data analysis and predictive modelling, enhancing career opportunities in AI and tech sectors, and understanding advanced AI applications.
This course comes with valuable training sessions led by experienced instructors, a digital delegate pack, and a certificate upon completion.
The duration of this course spans across 1 day.
If you're unable to access your courses in Mississauga, please reach out to our support team for assistance. They can be contacted via our phone or e-mail. They will help you resolve any issues and ensure you can access your course without any problems.
Jobs include data scientist, machine learning engineer, AI research scientist, and roles in automated systems design and improvement.
This course is suitable for professionals in tech, students in related fields, data analysts, and anyone interested in AI technologies.
Yes, we provide 24/7 support for the courses. Our customer service will be available to assist you before and after the course, with any queries, technical issues, or additional support you may require. We are committed to ensuring your learning experience is seamless and that you have access to assistance whenever you need it.
Yes, we provide corporate training for our courses. We offer courses tailored to your organisational needs for a smooth learning journey.
Yes. The Knowledge Academy offers flexible learning options for this course which helps delegates learn according to their convenience. These learning modes include the online instructor-led training, classroom training, on-site training, and self-paced training.
The training fees for Machine Learning Course certification in Mississauga starts from CAD3395
The Knowledge Academy is the Leading global training provider for Machine Learning Course.
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Why choose us

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Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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