What skills can I learn in machine learning courses on Coursera?

Machine learning courses on Coursera cover a range of essential skills including: Supervised learning and unsupervised learning methodologies Neural networks and deep learning architectures Algorithmic foundations such as regression, classification, and clustering Data preprocessing, feature engineering , and data augmentation techniques Model evaluation and optimization methods Practical applications of machine learning in various industries Implementation of machine learning algorithms using Python and libraries like TensorFlow and PyTorch

Do I need prior experience in programming to start these machine learning courses?

No prior programming experience is required to begin beginner machine learning courses , but having some foundational knowledge in programming (especially Python ) can be very beneficial. The curriculum is structured to accommodate learners at all levels: Beginners can start with introductory courses that cover basic programming and data handling. Intermediate learners can advance to applying machine learning algorithms on real data. Advanced professionals can explore specialized areas such as deep learning , reinforcement learning , or natural language processing .

What machine learning certifications and credentials are available?

Machine learning courses on Coursera offer a variety of credentialing options: Professional certificates that demonstrate a more comprehensive understanding of machine learning concepts and techniques. Specialized course certificates in areas such as artificial intelligence, data science, or specific technologies like TensorFlow. Certifications from leading tech companies and universities that can help enhance your professional credibility and career prospects.

What career opportunities are available with skills in machine learning?

Skills in machine learning can open doors to numerous high-demand roles in technology and research, including: Machine Learning Engineer Data Scientist AI Research Scientist Robotics Engineer Quantitative Analyst in finance Software Developer specializing in AI Professionals in these roles utilize machine learning techniques to create innovative solutions, improve data-driven decision-making, and push the boundaries of artificial intelligence. Discover which machine learning role suits you best by taking our career quiz !

Are there free machine learning courses or certifications available on Coursera?

Yes, Coursera offers a variety of free courses across many topics, including machine learning. While you can access most course materials for free by auditing the courses, this does not include graded assignments or a completion certificate. For those looking to obtain a certificate to showcase their learning or enhance their professional profile, Coursera provides the option to purchase the course. Additionally, Coursera offers free trials or financial aid to learners who qualify, making certifications more accessible to everyone.

Top Machine Learning Courses - Learn Machine Learning Online

Results for "machine learning"

Status: New
Coursera Instructor Network
GenAI for Loan Officers: Revolutionizing Credit Scoring
Skills you'll gain: Loan Origination, Lending and Underwriting, Consumer Lending, Commercial Lending, Workflow Management, Generative AI, Regulatory Compliance, Customer Communications Management, Compliance Management, Loans, Customer experience improvement, Credit Risk, Document Management, Financial Services, Business Process Automation, Artificial Intelligence, Ethical Standards And Conduct, Automation, Risk Management
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Google
Discover the Art of Prompting
Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, ChatGPT, Technical Writing
4.8
Rating, 4.8 out of 5 stars
76 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Vanderbilt University
AI Agent Architecture in Java with Generative AI
Skills you'll gain: Java, Agentic systems, OpenAI, Generative AI, Prompt Engineering, ChatGPT, Artificial Intelligence, Large Language Modeling, Secure Coding, Business Logic, Software Design Documents, Collaborative Software, Persona Development
Intermediate · Course · 1 - 3 Months
Status: New
Simplilearn
Data Analytics Course with Generative AI
Skills you'll gain: Exploratory Data Analysis, Generative AI, Analytics, Advanced Analytics, Business Analytics, Data Analysis, Extract, Transform, Load, Data Integration, Prompt Engineering, Interactive Data Visualization, Data Visualization, Real Time Data, Predictive Analytics, Data-Driven Decision-Making, Data Storytelling, Predictive Modeling, ChatGPT, Forecasting, Data Transformation, Descriptive Analytics
Beginner · Course · 1 - 4 Weeks
Università Bocconi
Food & Beverage Management
Skills you'll gain: Food and Beverage, Hospitality Management, Restaurant Management, Product Quality (QA/QC), Global Marketing, Market Dynamics, Business Strategy, Consumer Behaviour, Value Propositions, Competitive Analysis, Innovation, Brand Management, Growth Strategies
4.8
Rating, 4.8 out of 5 stars
4.9K reviews
Mixed · Course · 1 - 3 Months
Status: New
Simplilearn
Advanced Prompt Engineering Course
Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, OpenAI, Data Synthesis
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Google
Design Prompts for Everyday Work Tasks
Skills you'll gain: Prompt Engineering, Brainstorming, Timelines, Taking Meeting Minutes, Concision, Generative AI, Productivity Software, Business Writing, Artificial Intelligence, Document Management, Project Schedules, Text Mining
4.9
Rating, 4.9 out of 5 stars
75 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Google
Maximize Productivity With AI Tools
Skills you'll gain: Workflow Management, Generative AI, Process Optimization, Productivity Software, Prompt Engineering, Artificial Intelligence, Operational Efficiency, Automation
4.8
Rating, 4.8 out of 5 stars
131 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
GenAI for Compliance Officers: Streamline Regulatory Reports
Skills you'll gain: Compliance Reporting, Prompt Engineering, Compliance Management, Microsoft Copilot, Generative AI, Regulatory Compliance, Workflow Management, Business Process Automation, Data Validation, Operational Efficiency, Artificial Intelligence, Verification And Validation, Automation
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Google
Speed Up Data Analysis and Presentation Building
Skills you'll gain: Data Visualization, Data Presentation, Data Storytelling, Sampling (Statistics), Prompt Engineering, Presentations, Graphing, Data Ethics, Excel Formulas, Data Analysis, Oral Expression, Artificial Intelligence
4.9
Rating, 4.9 out of 5 stars
47 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Google
Use AI Responsibly
Skills you'll gain: Data Ethics, Security Awareness, Artificial Intelligence, Diversity Awareness, Risk Management Framework, Ethical Standards And Conduct, Information Privacy, Data Security, Social Sciences
4.8
Rating, 4.8 out of 5 stars
53 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
GenAI for Inside Sales: Crafting Effective Outreach
Skills you'll gain: Inside Sales, Generative AI Agents, AI Personalization, Sales Development, Sales Process, Sales Enablement, Sales Strategy, Prompt Engineering, ChatGPT, Marketing Automation, HubSpot CRM, Personalized Service, Content Performance Analysis, Workflow Management, Customer Engagement, Customer Relationship Management (CRM) Software, Business Process Automation, Campaign Management
Intermediate · Course · 1 - 4 Weeks