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

Coursera Project Network

Generative AI with Vertex AI: Build a customer chatbot

Skills you'll gain: Cloud API, Google Cloud Platform, Text Mining, Application Programming Interface (API), Large Language Modeling, Generative AI, Natural Language Processing, Data Processing, Jupyter

University of Colorado Boulder

Introduction to Computer Vision

Skills you'll gain: Image Analysis, Computer Vision, Computer Graphics, Deep Learning, Data Ethics, Computational Thinking, Artificial Intelligence, Data Processing, Linear Algebra, Probability Distribution

University of Michigan

Impacting the Opioid Crisis: Prevention, Education, and Practice for Non-Prescribing Providers

Skills you'll gain: Patient Education And Counseling, Epidemiology, Health Policy, Preventative Care, Public Health, Pharmacology, Crisis Intervention, Mental and Behavioral Health, Treatment Planning, Care Coordination, Risk Analysis, Motivational Interviewing

Politecnico di Milano

Water: an essential resource

Skills you'll gain: Water Resources, Environmental Engineering, Sanitation, Environmental Monitoring, Civil Engineering, Environment and Resource Management, Environmental Science, Chemical Engineering, Pollution Prevention, Human Centered Design, Risk Analysis, Continuous Monitoring, Machine Learning

Status: Free Trial

Edureka

Generative AI Applications and Popular Tools

Skills you'll gain: ChatGPT, Generative AI, Computer Vision, Image Analysis, OpenAI, Prompt Engineering, Large Language Modeling, Software Development Tools, GitHub, Natural Language Processing, Application Programming Interface (API)

Coursera Project Network

Exception Handling in Python

Skills you'll gain: Code Review, Debugging, Scripting, Python Programming, Programming Principles

Status: Free Trial

Coursera

Empowering and Transforming Your Organization with GenAI

Skills you'll gain: Business Transformation, Business Communication, Communication, Internal Communications, Employee Training, Organizational Effectiveness, Organizational Strategy, Workforce Development, Stakeholder Engagement, Business Leadership, Digital Transformation, Change Management

Status: New

Coursera Project Network

Data Modeling with Power BI: Advanced DAX Calculations

Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Business Analysis, Financial Data, Business Intelligence, Data Modeling, Financial Analysis, Time Series Analysis and Forecasting, Data Import/Export

Status: Free Trial

University of Minnesota

Recommender Systems Capstone

Skills you'll gain: Spreadsheet Software, Applied Machine Learning, Exploratory Data Analysis, Analysis, Technical Design, System Design and Implementation, Solution Design, Statistical Reporting, Machine Learning Algorithms, Algorithms

Status: Free Trial

IIMA - IIM Ahmedabad

Transforming Life and Organizations in the Digital Age

Skills you'll gain: Digital Transformation, Innovation, Business Transformation, Organizational Strategy, Artificial Intelligence, Technology Strategies, Organizational Change, Industrial and Organizational Psychology, Human Learning, Decision Making

Status: Free Trial

University of California, Irvine

Mobile Marketing, Optimization Tactics, and Analytics

Skills you'll gain: Marketing Analytics, Key Performance Indicators (KPIs), Marketing Effectiveness, A/B Testing, Web Analytics, Google Analytics, Digital Marketing, Customer experience improvement, Performance Measurement, Marketing Strategies, Mobile Security, Process Optimization, Web Applications, Target Audience

Coursera Project Network

Gen AI for Software Development: Code Generation for Python

Skills you'll gain: Prompt Engineering, Generative AI, Development Environment, Computational Thinking, Artificial Intelligence, Python Programming, Computer Programming, Game Design, Debugging

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