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 Omaha 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.

Omaha is the county seat of Douglas County, located on the Missouri River in Nebraska it is the largest city within the state. Omaha is home to an estimated 446,599 people within 2014 therefore making it the 41st biggest city within the United States. The metropolitan population for Omaha is estimated at around 895,151 people. Omaha has a relatively low unemployment rate of 02.90% which has been decreased over the year by 0.5% from the year before when the unemployment rate was 03.40% whilst the average rate for Nebraska cities is also 2.90%. Omaha a number of different schools for students to attend which are public and overlooked by the Omaha Public School District and includes over 80 schools, some of these include Druid Hill Elementary School, Harrison Elementary School and the Springville Elementary School as well as Omaha Central High School, Omaha South High School and the Omaha Burke High School. There is also Catholic schools operated by the Roman Catholic Archdiocese of Omaha for students to enrol in as well as Private schools, some of which include the Omaha Christian Academy, Montessori Children's House and the Phoenix Academy of Learning. Omaha is also home to a number of colleges and universities, some of which are the Eppley Cancer Centre, the University of Nebraska Omaha, Creighton University and the University of Nebraska Medical Centre all of which offer different types of degrees such as associates, bachelors and masters and all in a variety of subjects. 

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Address

Linden Place
14301 First National Bank Parkway
Suite 100
Omaha
Nebraska
68154

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Machine Learning Course in Omaha. 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 Omaha, 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 Omaha FAQs

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The training fees for certification in Omaha starts from $2495
The Knowledge Academy is the Leading global training provider for .
Please see our courses available in Omaha
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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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