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

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Explore the Applied Machine Learning Course Catalog

Status: New
Status: Free
Coursera Instructor Network
GenAI for Onboarding: Automating Employee Journeys
Skills you'll gain: Automation, Employee Surveys, Employee Onboarding, Human Resource Strategy, Business Process Automation, Human Resources, Ethical Standards And Conduct, User Feedback, Workflow Management, Document Management, Employee Training, Personalized Service, Recruitment Strategies, ChatGPT, Employee Engagement, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks
Indian Statistical Institute
Postgraduate Diploma in Applied Statistics
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Inference, Statistical Machine Learning, Statistical Analysis, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, Data Compilation, Dimensionality Reduction, Lifelong Learning, Regression Analysis, Statistical Software, Data Collection, International Finance
Postgraduate Diploma · 6 - 12 Months
Status: New
Koç University
KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS
Skills you'll gain: Numerical Analysis, Calculus, Applied Mathematics, Integral Calculus, Mathematical Software, Arithmetic, Mathematics Education, General Mathematics, Derivatives
Mixed · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Fairness & Bias - Español
Skills you'll gain: Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Machine Learning, Applied Machine Learning, Data Quality, Data Analysis
Intermediate · Course · 1 - 3 Months
Google Cloud
Work with Gemini Models in BigQuery - Español
Skills you'll gain: Generative AI, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Jupyter, Google Cloud Platform, SQL, Applied Machine Learning, Customer Relationship Management
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free
Coursera Instructor Network
GenAI for Call Centers: AI-Driven Customer Success
Skills you'll gain: Customer Insights, ChatGPT, Generative AI, Call Center Experience, Customer Engagement, Personalized Service, Customer Service, Workflow Management, Customer Relationship Management (CRM) Software, Operational Efficiency, Artificial Intelligence, Process Improvement and Optimization, Automation, Verbal Communication Skills
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free
Coursera Instructor Network
GenAI for Sales Ops: Automating Workflow Efficiency
Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Sales Process, Business Process Automation, Sales Management, Lead Generation, General Sales Practices, Workflow Management, Sales Strategy, Sales, Automation, Data Entry, Operational Efficiency, Process Improvement and Optimization, Business Process Improvement
Intermediate · Course · 1 - 4 Weeks
Status: New
Google Cloud
Gen AI: Unlock Foundational Concepts
Skills you'll gain: Generative AI, Data Management, Google Cloud Platform, Information Management, Data-Driven Decision-Making, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Cloud Solutions, Business Logic, Artificial Intelligence, Deep Learning, Machine Learning, Innovation, Data Security
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
Designing Data Storage and Integration Solutions in Azure
Skills you'll gain: Microsoft Azure, Data Integration, Relational Databases, Data Storage, Cloud Storage, Disaster Recovery, Data Infrastructure, Database Architecture and Administration, NoSQL, Database Design, Data Security, Data Management, Scalability, Identity and Access Management, Encryption
Intermediate · Course · 1 - 3 Months
Status: New
H2O.ai
H2O Generative AI Starter Track
Skills you'll gain: Generative AI, Document Management, Artificial Intelligence, Technical Communication, Application Programming Interface (API), Machine Learning, System Configuration, Natural Language Processing
Intermediate · Course · 1 - 3 Months
Google Cloud
Create Image Captioning Models - Deutsch
Skills you'll gain: Image Analysis, Deep Learning, Computer Vision
Advanced · Course · 1 - 4 Weeks
Status: New
Status: Free
Coursera Instructor Network
GenAI for Talent Acquisition: Smarter Candidate Screening
Skills you'll gain: Applicant Tracking Systems, Talent Acquisition, Recruitment, Talent Recruitment, HR Tech, Generative AI, Microsoft Power Automate/Flow, Recruitment Strategies, ChatGPT, Business Process Automation, Diversity and Inclusion, Automation, Interviewing Skills, Business Ethics, Ethical Standards And Conduct, Decision Making
Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

GenAI for Onboarding: Automating Employee Journeys: Coursera Instructor Network
Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS: Koç University
Responsible AI for Developers: Fairness & Bias - Español: Google Cloud
Work with Gemini Models in BigQuery - Español: Google Cloud
GenAI for Call Centers: AI-Driven Customer Success: Coursera Instructor Network
GenAI for Sales Ops: Automating Workflow Efficiency: Coursera Instructor Network
Gen AI: Unlock Foundational Concepts: Google Cloud
Designing Data Storage and Integration Solutions in Azure: Packt
H2O Generative AI Starter Track: H2O.ai

Applied Machine Learning Courses Online