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: Free Trial
Novartis
Pre-formulation
Skills you'll gain: Pharmaceuticals, Pharmacology, Clinical Research, Clinical Trials, Medication Administration, Chemistry, Manufacturing and Production
4.8
Rating, 4.8 out of 5 stars
29 reviews
Intermediate · Course · 1 - 4 Weeks
Duke University
Web Scraping with Python
Skills you'll gain: Web Scraping, Extensible Markup Language (XML), Scripting, Hypertext Markup Language (HTML), Web Development, Unstructured Data, Web Applications, Python Programming
3.2
Rating, 3.2 out of 5 stars
17 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Microsoft
Manage Resources in Azure
Skills you'll gain: Microsoft Azure, Cloud Management, Application Deployment, Cloud Computing, Windows PowerShell, Cloud Services, Infrastructure As A Service (IaaS), Software As A Service, Virtual Machines, Platform As A Service (PaaS), Command-Line Interface, Verification And Validation
4.9
Rating, 4.9 out of 5 stars
18 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Microsoft
Preparing for the AZ-900 Microsoft Azure Fundamentals Exam
Skills you'll gain: Microsoft Azure, Cloud Services, Cloud Platforms, Cloud Computing, Cloud Security, Network Security, Identity and Access Management
5
Rating, 5 out of 5 stars
18 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
SAS
Predictive Modeling with Logistic Regression using SAS
Skills you'll gain: SAS (Software), Predictive Modeling, Statistical Modeling, Big Data, Regression Analysis, Data Analysis Software, Advanced Analytics, Statistical Machine Learning, Feature Engineering, Performance Analysis, Performance Measurement, Statistical Analysis, Data Manipulation, Data Cleansing
4.6
Rating, 4.6 out of 5 stars
63 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Colorado System
Identifying Patient Populations
Skills you'll gain: Data Manipulation, Bioinformatics, Data Processing, Data Science, Health Informatics, Clinical Data Management, Clinical Research, Big Data, Analytics, Machine Learning Algorithms, Statistical Methods, Medical Records
4.5
Rating, 4.5 out of 5 stars
40 reviews
Intermediate · Course · 1 - 3 Months
École Polytechnique Fédérale de Lausanne
Big Data Analysis with Scala and Spark (Scala 2 version)
Skills you'll gain: Apache Spark, Scala Programming, Apache Hadoop, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, Programming Principles
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
Data Engineer, Big Data and ML on Google Cloud em Português
Skills you'll gain: Dataflow, Google Cloud Platform, Dashboard, Data Pipelines, Data Visualization Software, Data Lakes, Data Warehousing, Cloud Infrastructure, Data Infrastructure, Extract, Transform, Load, Real Time Data, Data Architecture, Cloud Storage, Big Data, Tensorflow, Unstructured Data, Data Integration, Data Processing, MLOps (Machine Learning Operations), Applied Machine Learning
4.7
Rating, 4.7 out of 5 stars
123 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
LearnQuest
Introduction to Java as a Second Language
Skills you'll gain: Java, Java Programming, Eclipse (Software), Object Oriented Programming (OOP), Development Environment, Computer Programming, Program Development, Virtual Machines, Web Applications, Software Installation
4.4
Rating, 4.4 out of 5 stars
82 reviews
Intermediate · Course · 1 - 3 Months
Pontificia Universidad Católica de Chile
Python para Ciencia de Datos
Skills you'll gain: Descriptive Analytics, Data-Driven Decision-Making, Data Analysis, Data Visualization Software, Predictive Analytics, Business Analytics, Database Management, Data Science, Relational Databases, Forecasting, Python Programming
3.8
Rating, 3.8 out of 5 stars
67 reviews
Beginner · Course · 1 - 4 Weeks
EIT Digital
Web of Data
Skills you'll gain: Semantic Web, Query Languages, Data Management, Data Integration, Data Sharing, Data Mining, Interoperability, Extensible Markup Language (XML), Web Services, Data Modeling
4.1
Rating, 4.1 out of 5 stars
93 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Science and Technology of China
快速学习
Skills you'll gain: Time Management, Lifelong Learning, Quick Learning, Adult Education, Problem Solving, Willingness To Learn, Learning Strategies, Brainstorming, Professional Development, Organizational Skills, Information Management
4.3
Rating, 4.3 out of 5 stars
74 reviews
Mixed · Course · 1 - 3 Months