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

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Results for "machine learning"

Universidad de los Andes
Introducción al deep learning contemporáneo
Skills you'll gain: Generative AI, Deep Learning, Image Analysis, Artificial Neural Networks, PyTorch (Machine Learning Library), Machine Learning Methods, Tensorflow, Computer Vision, Natural Language Processing, Time Series Analysis and Forecasting
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks
Universidad Austral
La enseñanza de las Ciencias Naturales en la escuela primaria
Skills you'll gain: Curiosity, Student Engagement, Investigation, Student-Centred Learning, Teaching, General Science and Research, Learning Strategies, Pedagogy, Scientific Methods, Classroom Management, Instructional Strategies, Experimentation, Diversity and Inclusion
4.8
Rating, 4.8 out of 5 stars
109 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Data Analysis with OpenAI API: Save time with GenAI
Skills you'll gain: Prompt Engineering, Generative AI, Exploratory Data Analysis, OpenAI, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Product Knowledge, Sales Strategy, Application Programming Interface (API), E-Commerce, Data Manipulation, Python Programming
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Packt
Building Autonomous AI Agents with LangGraph
Skills you'll gain: Generative AI Agents, Agentic systems, OpenAI, Artificial Intelligence, ChatGPT, Generative AI, Query Languages, User Interface (UI), Prompt Engineering, Large Language Modeling, Software Architecture, UI Components, Natural Language Processing, Python Programming, Human Machine Interfaces, Application Frameworks, Automation, Development Environment
Intermediate · Course · 1 - 3 Months
Status: New
Maven Analytics
Microsoft Copilot for Excel: AI-Powered Data Analysis
Skills you'll gain: Microsoft Copilot, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, People Analytics, Spreadsheet Software, Data Manipulation, Data Analysis, Human Resources Information System (HRIS), Data Presentation, ChatGPT, Artificial Intelligence, Generative AI
4.5
Rating, 4.5 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Coursera Project Network
Introduction to PicsArt for Social Media Marketing
Skills you'll gain: Social Media Marketing, Social Media, Social Media Content, Photo Editing, Graphics Software, Graphic and Visual Design
4.5
Rating, 4.5 out of 5 stars
84 reviews
Beginner · Guided Project · Less Than 2 Hours
Universidad Autónoma Metropolitana
Conciencia Lingüística
Skills you'll gain: Grammar, Language Competency, Spanish Language, Language Learning, Vocabulary
4.8
Rating, 4.8 out of 5 stars
91 reviews
Beginner · Course · 1 - 4 Weeks
Universidad de los Andes
Análisis estático lineal y no lineal de estructuras
Skills you'll gain: Structural Analysis, Engineering Analysis, Engineering Calculations, Finite Element Methods, Civil Engineering, Mathematical Modeling, Numerical Analysis, Python Programming, NumPy, Linear Algebra, Simulation and Simulation Software, Plot (Graphics)
Advanced · Course · 1 - 3 Months
Status: Free Trial
Imperial College London
Health Systems Development: A Focus on Health Service Delivery and Human Resources for Health
Skills you'll gain: Health Systems, Health Policy, Health Equity, Health Assessment, Public Health, Health Care, Health Disparities, Health Care Administration, Healthcare Industry Knowledge
4.7
Rating, 4.7 out of 5 stars
63 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Using Generative AI for Learning Design Activities
Skills you'll gain: Generative AI, ChatGPT, Prompt Engineering, Brainstorming, Course Development, Educational Materials, Instructional Design, Artificial Intelligence, Persona Development
4.9
Rating, 4.9 out of 5 stars
14 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
LearnQuest
Demand Forecasting Using Time Series
Skills you'll gain: Time Series Analysis and Forecasting, Demand Planning, Trend Analysis, Data Visualization, Customer Demand Planning, Regression Analysis, Matplotlib, Forecasting, Predictive Modeling, Supply Chain Management, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Statistical Modeling
3.4
Rating, 3.4 out of 5 stars
36 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Master Data Analysis with Pandas: Learning Path 1 (Enhanced)
Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
4.6
Rating, 4.6 out of 5 stars
25 reviews
Beginner · Guided Project · Less Than 2 Hours

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

Introducción al deep learning contemporáneo: Universidad de los Andes
La enseñanza de las Ciencias Naturales en la escuela primaria: Universidad Austral
Data Analysis with OpenAI API: Save time with GenAI: Coursera Project Network
Building Autonomous AI Agents with LangGraph: Packt
Microsoft Copilot for Excel: AI-Powered Data Analysis: Maven Analytics
Introduction to PicsArt for Social Media Marketing: Coursera Project Network
Conciencia Lingüística: Universidad Autónoma Metropolitana
Análisis estático lineal y no lineal de estructuras: Universidad de los Andes
Health Systems Development: A Focus on Health Service Delivery and Human Resources for Health: Imperial College London
Using Generative AI for Learning Design Activities : University of Michigan