Why is it important to learn about applied machine learning?

It's important to learn about applied machine learning if you want to pursue a career in it or if you want to know how to use it in data analysis. Applied machine learning can be used to solve problems and collect insights from big data sets. When you learn machine learning fundamentals, you will be able to do predictive analysis, data analysis, and text mining. You'll be able to apply different programming languages and platforms to the data problems faced in your organization. Applied machine learning can help you pull insights and make decisions from the information that has been collecting for a long time.

What career opportunities can arise from learning applied machine learning?

Career opportunities that arise from learning applied machine learning are mostly in computer programming. Applied machine learning, also known as automatic machine learning or AutoML, involves using computer languages for data analysis of large data. Being able to create the programs to do this is important. It is also useful to understand the power and limitations of applied machine learning if you will be using reports and making decisions based on applied machine learning. More and more management information systems include aspects of applied machine learning. This makes the field more useful to those who use data in their daily work.

How can online courses on Coursera help me learn applied machine learning?

Online courses on Coursera can help you learn applied machine learning in several languages and platforms, including Python, Matlab, Google Cloud, H20 in R, and TensorFlow. Some courses cover programming languages, and others look at how machine learning is applied to decision making in specific fields. Most courses are at an intermediate level, but a few offer a beginner-level introduction to the fundamentals of applied machine learning and how to chart, plot, and mine text to make big data usable. The courses include lectures, readings, and projects so that you can apply what you learn. Some courses stand alone, and others are part of Specializations and Professional Certificates.

What are the benefits of taking an online Applied Machine Learning course?

Online Applied Machine Learning courses offer a convenient and flexible way to enhance your existing knowledge or learn new Applied Machine Learning skills. With a wide range of Applied Machine Learning classes, you can conveniently learn at your own pace to advance your Applied Machine Learning career skills.

What Applied Machine Learning courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Applied Machine Learning, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Applied Machine Learning Courses - Learn Applied Machine Learning Online

Explore the Applied Machine Learning Course Catalog

University of Michigan
Creative Coding: Hands-On Python
Skills you'll gain: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Data Visualization Software, Object Oriented Design, Web Scraping, Data Wrangling, Database Management, Data Science, Creative Design, Data Structures, Programming Principles, Integrated Development Environments, Software Visualization, Python Programming, Development Testing, Computer Programming, Development Environment, Program Development
3.9
Rating, 3.9 out of 5 stars
9 reviews
Intermediate · Specialization · 3 - 6 Months
Kotter
The Science of Change
Skills you'll gain: Organizational Change, Change Management, Business Transformation, Organizational Leadership, Business Leadership, Culture Transformation, Leadership and Management, Organizational Strategy, Organizational Structure, Overcoming Obstacles, Leadership Studies, Organizational Effectiveness, Systems Thinking, Innovation, Industrial and Organizational Psychology, Action Oriented, Problem Solving, Strategic Planning, Leadership, Goal Setting
4.6
Rating, 4.6 out of 5 stars
25 reviews
Beginner · Specialization · 1 - 3 Months
University of Colorado Boulder
The Physics of Emergence: Introduction to Condensed Matter
Skills you'll gain: Physics, Physical Science, Algebra, Advanced Mathematics, Mathematical Modeling, Computational Thinking, Science and Research, Applied Mathematics
4.9
Rating, 4.9 out of 5 stars
16 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free
Amazon Web Services
Security, Compliance, and Governance for AI Solutions
Skills you'll gain: Data Governance, AWS Identity and Access Management (IAM), Cloud Security, Amazon Web Services, Cyber Governance, AWS SageMaker, Information Systems Security, Security Controls, IT Security Architecture
4.7
Rating, 4.7 out of 5 stars
33 reviews
Beginner · Course · 1 - 4 Weeks
Cisco Learning and Certifications
Introducing Model-Driven Programmability
Skills you'll gain: Software-Defined Networking, YAML, Network Architecture, Network Protocols, Computer Networking, Data Modeling, Network Administration, Extensible Markup Language (XML), JSON, Automation, Application Programming Interface (API)
4.8
Rating, 4.8 out of 5 stars
10 reviews
Intermediate · Course · 1 - 4 Weeks
Whizlabs
Automation with Ansible
Skills you'll gain: Ansible, Devops Tools, Automation, Infrastructure as Code (IaC), YAML, Virtual Machines, Cloud Infrastructure, Encryption, Security Controls, System Configuration, Remote Access Systems
3.1
Rating, 3.1 out of 5 stars
13 reviews
Beginner · Course · 1 - 4 Weeks
Google Cloud
Feature Engineering en Français
Skills you'll gain: Feature Engineering, Dataflow, Tensorflow, Data Processing, Data Transformation, Keras (Neural Network Library), Machine Learning, Data Modeling, Deep Learning, Statistical Methods
Intermediate · Course · 1 - 3 Months
University of Michigan
The Piano Sonata: Origins to Mozart
Skills you'll gain: Formal Learning, Liberal Arts
4.9
Rating, 4.9 out of 5 stars
27 reviews
Intermediate · Course · 1 - 4 Weeks
IE Business School
Scale Up Your Startup
Skills you'll gain: Growth Strategies, Performance Metric, Entrepreneurship, Diversity and Inclusion, Team Building, Culture Transformation, Governance, Business Risk Management, Corporate Strategy, Employee Onboarding, Go To Market Strategy, Risk Management, Product Management, Sales Strategy, New Business Development, Product Development, Business Marketing, Business Development, Process Development, Sales
4.5
Rating, 4.5 out of 5 stars
23 reviews
Intermediate · Specialization · 3 - 6 Months
Johns Hopkins University
Foundational Mathematics for AI
Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Probability & Statistics, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Algebra
Beginner · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Well Being & Self Care: for Physical and Mental Health
Skills you'll gain: Stress Management, Personal Care, Preventative Care, Growth Mindedness, Behavioral Health, Personal Development, Self-Motivation, Optimism, Self-Awareness, Mental Health, Resilience, Self-Discipline, Goal Setting, Activities of Daily Living (ADLs), Relationship Building
4.8
Rating, 4.8 out of 5 stars
22 reviews
Beginner · Course · 1 - 4 Weeks
Aptly
Introduction to Accessibility and Universal Design
Skills you'll gain: Web Content Accessibility Guidelines, Educational Materials, Instructional Design, Disabilities, Web Content, Learning Strategies, Content Creation, Technical Communication, Law, Regulation, and Compliance
Beginner · Course · 1 - 3 Months