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 !

How can I purchase machine learning training courses for my team?

Looking to enhance your team's machine learning skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our machine learning training options and make a purchase, please visit our Coursera for Teams page.

Top Machine Learning Courses - Learn Machine Learning Online

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Results for "machine learning"

Google Cloud
Gemini for Data Scientists and Analysts - Bahasa Indonesia
Skills you'll gain: Google Cloud Platform, Generative AI, Marketing Analytics, Customer Analysis, Customer Insights, Customer Data Management, Advanced Analytics, Analytics, Business Intelligence, Business Analytics, Predictive Modeling, Unstructured Data, Marketing Strategies, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Forecasting
Beginner · Course · 1 - 4 Weeks
Codio
Multimodal Generative AI: Vision, Speech, and Assistants
Skills you'll gain: OpenAI, Generative AI, Application Programming Interface (API), Artificial Intelligence, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
BiteSize Python for Absolute Beginners: Data Structures
Skills you'll gain: Data Structures, Python Programming, Programming Principles, Data Management
Beginner · Course · 1 - 3 Months
Duke University
Designing Larger Python Programs for Data Science
Skills you'll gain: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Test Case, Data Science, Software Design, Computational Thinking, Integration Testing, Computer Programming, Object Oriented Programming (OOP), Data Manipulation, Data Structures
Beginner · Course · 1 - 4 Weeks
LearnKartS
Lightning App Builder
Skills you'll gain: Salesforce Development, Salesforce, User Experience, User Interface (UI), Application Development, Cloud Applications, UI Components, Web Design and Development
Intermediate · Course · 1 - 4 Weeks
Microsoft
Cybersecurity Planning, Management, and Compliance
Skills you'll gain: Cloud Security, Security Management, Data Management, Records Management, Cloud Computing Architecture, Data Security, General Data Protection Regulation (GDPR), Cloud Computing, Data Governance, Personally Identifiable Information, Information Privacy, Threat Detection, Microsoft Azure, Cybersecurity, Security Controls
Beginner · Course · 1 - 4 Weeks
Status: Free
Google Cloud
Create Image Captioning Models - 日本語版
Skills you'll gain: Generative AI, Image Analysis, Deep Learning, Computer Vision, Machine Learning Methods
Advanced · Course · 1 - 4 Weeks
Google Cloud
Monitor an Apache Web Server using Ops Agent
Skills you'll gain: Google Cloud Platform, Apache, System Monitoring, Virtual Machines, Web Servers, System Configuration
Beginner · Project · Less Than 2 Hours
Codio
Java: Non-Linear Data Structures
Skills you'll gain: Data Structures, Algorithms, Java, Theoretical Computer Science, Programming Principles, Performance Tuning, Computer Programming
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Python بُنى بيانات
Skills you'll gain: Data Structures, Data Dictionary, Python Programming, Data Processing, Data Manipulation, File Management, Development Environment, Software Installation, Data Storage
Mixed · Course · 1 - 3 Months
Status: Free
Northwestern University
현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇
Skills you'll gain: Machine Controls, Mathematical Modeling, Mechanics, Mechanical Engineering, Simulation and Simulation Software, Engineering Calculations, Engineering Analysis, Computer Programming Tools, Linear Algebra
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
The Foundation of Video Editing
Skills you'll gain: Editing, Post-Production, Storytelling, Writing and Editing, Media Production
Beginner · Course · 1 - 4 Weeks

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

Gemini for Data Scientists and Analysts - Bahasa Indonesia: Google Cloud
Multimodal Generative AI: Vision, Speech, and Assistants: Codio
BiteSize Python for Absolute Beginners: Data Structures: University of Colorado Boulder
Designing Larger Python Programs for Data Science: Duke University
Lightning App Builder: LearnKartS
Cybersecurity Planning, Management, and Compliance: Microsoft
Create Image Captioning Models - 日本語版: Google Cloud
Monitor an Apache Web Server using Ops Agent: Google Cloud
Java: Non-Linear Data Structures: Codio
Python بُنى بيانات: University of Michigan

Filter by

Results for "machine learning"

Gemini for Data Scientists and Analysts - Bahasa Indonesia

Multimodal Generative AI: Vision, Speech, and Assistants

BiteSize Python for Absolute Beginners: Data Structures

Designing Larger Python Programs for Data Science

Lightning App Builder

Cybersecurity Planning, Management, and Compliance

Create Image Captioning Models - 日本語版

Monitor an Apache Web Server using Ops Agent

Java: Non-Linear Data Structures

Python بُنى بيانات

현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇

The Foundation of Video Editing

Searches related to machine learning

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

Frequently Asked Questions about Machine Learning

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

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

What machine learning certifications and credentials are available?‎

What career opportunities are available with skills in machine learning?‎

How can I purchase machine learning training courses for my team?‎

Other topics to explore