Machine Learning Course in Pittsburgh

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Machine Learning Course

Pittsburgh

Gain theoretical knowledge regarding the different Machine Learning algorithms
Learn the concepts of SVM and SVR in this Machine Learning Course
Learn about supervised and unsupervised learning concepts and clustering

Dates & Prices Dates & Prices

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?

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.

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 Pittsburgh 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.

Pittsburgh has around a population of 305,000 inhabitants living within the commonwealth’s second largest city. The city is located southeast of the Ohio River in the north east of the United States of America. Pittsburgh is characterized by the Appalachia border. The city is renowned for its number of bridges (446) and its steel-related businesses spanning over 300 of them. Pittsburgh has four main areas (North side, south side, east end and west end) surrounding the Golden triangle (downtown area) containing 90 neighbourhoods. The downtown area is the cultural district with art venues and theatres, sports and literature.Pittsburgh has several public schools including charter and magnet schools, City Charter High School, Pittsburgh Montessori School, Pittsburgh Gifted Center and Barack Obama Academy of International. The city also has many private schools including North Catholic High School, Bishop Canevin High School, Seton-La Salle Catholic High School and Central Catholic High School.Carnegie Mellon University is Pittsburgh main university with around, 15,000 students. It’s a private institution with 7 colleges and schools including, the College of Engineering, College of Fine Arts, Dietrich College of Humanities and Social Sciences. Carnegie was rated 24^th university in the world and the best technology school in the United States.The University of Pittsburgh has 17 schools and colleges with around 28,000 enrolled students. Pittsburgh University is located within the Oakland neighbourhood working as a commonwealth system of higher education. The university has 17 undergraduate and graduate schools. There are four undergraduate schools including the western Pennsylvania: Bradford, Greensburg, Johnstown and Titusville. The university has a developed Greek system of 39 fraternities and sororities including Delta Phi, Pi Kappa Pi, Delta Zeta and Kappa Delta. The university has several sports teams including the Pittsburgh panthers (Athletics team), Football team and Pittsburgh panther’s men’s basketball team.

Address

Penn Center East Monroeville
201 Penn Center Boulevard
Suite 400
Pittsburgh
Pennsylvania
15235

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 Pittsburgh. 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.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's Machine Learning Course in Pittsburgh, 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.

Learn more in our FAQs

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.

Tailored learning experience

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

Maximise your training budget

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

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

Monitor employees progress

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

Learn more in our FAQs

What our customers are saying

Machine Learning Course in Pittsburgh FAQs

What is Machine Learning?

Machine learning is a field of artificial intelligence that involves training algorithms to make predictions or decisions based on data without being explicitly programmed.

What are the 4 types of machine learning?

The four main types of machine learning are supervised learning, where models are trained on labelled data; unsupervised learning, which finds patterns in unlabelled data; semi-supervised learning, a mix of both; and reinforcement learning, which learns from interaction with the environment.

How does machine learning work?

Machine learning works by using algorithms to identify patterns in data. The model is trained on input data, learns from it by adjusting parameters, and then makes predictions or decisions based on new, unseen data.

What is the difference between AI and ML?

AI (Artificial Intelligence) refers to creating systems capable of performing tasks that typically require human intelligence, while ML (Machine Learning) is a subset of AI that focuses on algorithms allowing systems to learn from data and improve over time.

What is the primary goal of machine learning?

The primary goal of machine learning is to develop algorithms that enable systems to automatically learn from data, identify patterns, and make decisions or predictions without being explicitly programmed for each task.

What is an example of machine learning?

An example of machine learning is email spam filtering, where algorithms are trained on a large dataset of emails to automatically classify incoming messages as spam or not, based on patterns identified in the data.

What are some drawbacks of machine learning?

Some drawbacks of machine learning include the need for large amounts of high-quality data, the risk of overfitting or underfitting models, lack of interpretability in complex models, and potential biases in data leading to unfair outcomes.

Are there any prerequisites needed for the Machine Learning Course?

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

Who should attend this Machine Learning Training?

This Machine Learning training is ideal for data scientists, software engineers, analysts, and anyone interested in learning how to apply machine learning techniques to solve real-world problems and enhance decision-making processes.

Do you offer 24/7 support for this Machine Learning Training?

Yes, The Knowledge Academy offers 24/7 support via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues you may encounter.

What is included in this Machine Learning Online Training?

In this training course, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.

What is the duration of this Machine Learning Certification Course?

This course takes 1-day to complete during which delegates participate in intensive learning sessions that cover various course topics.

What will I learn in this Machine Learning training?

In this Machine Learning training, you will learn key concepts such as supervised and unsupervised learning, algorithm selection, data pre-processing, model evaluation, and how to implement machine learning techniques to solve practical problems effectively.

What practical skill sets can I expect to have upon completing this Machine Learning Certification?

Upon completing this Machine Learning certification, you can expect to have practical skills in data analysis, algorithm selection, model training and evaluation, feature engineering, and deploying machine learning models to solve real-world business problems.

Do I need any prior experience to take this Machine Learning Certification Course?

No prior experience is required for this certification course, although a basic understanding of programming, statistics, and mathematics will be beneficial to grasp key concepts and apply them effectively.

What kind of jobs can I expect based on this Machine Learning Online Course?

After completing this training, you can expect to pursue roles such as Data Scientist, Machine Learning Engineer, AI Specialist, Data Analyst, or Research Scientist, working in various industries like tech, healthcare, and finance.

Who should I contact if I am unable to access my Machine Learning Course?

If you face any issues in accessing the course materials, then you can reach out to our customer support team who will provide you with quick assistance to resolve the issue.

Are there practical components or hands-on activities in this certification?

Yes, the certification includes practical components and hands-on activities, where you will work with real datasets, apply machine learning algorithms, and implement models using programming languages like Python to solve actual problems.

Do you provide self-paced module for this training?

The Knowledge Academy provides flexible self-paced training for this course. Self-paced training is beneficial for individuals who have an independent learning style and wish to study at their own pace and convenience.

Do you provide corporate training for these Machine Learning Courses?

Yes, we provide corporate training for the Machine Learning Courses, tailored to fit your organisation’s requirements.

Why choose The Knowledge Academy in Pittsburghover others?

The Knowledge Academy in Pittsburgh stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this course.

What is the cost/training fees for Machine Learning Course in Pittsburgh?

The training fees for Machine Learning Coursein Pittsburgh starts from $2495

Which is the best training institute/provider of Machine Learning Course in Pittsburgh?

The Knowledge Academy is the Leading global training provider for Machine Learning Course.

What are the best Artificial Intelligence & Machine Learning courses in Pittsburgh?

Please see our Artificial Intelligence & Machine Learning courses available in Pittsburgh

Why choose us

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.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"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