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"

Coursera Project Network
Machine Learning Pipelines with Azure ML Studio
Skills you'll gain: Applied Machine Learning, Classification And Regression Tree (CART), Predictive Modeling, Microsoft Azure, Machine Learning, Predictive Analytics, Feature Engineering, Data Processing, Data Cleansing, Application Deployment, Exploratory Data Analysis
4.5
Rating, 4.5 out of 5 stars
800 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Scikit-Learn For Machine Learning Classification Problems
Skills you'll gain: Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning
4.5
Rating, 4.5 out of 5 stars
13 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Breast Cancer Prediction Using Machine Learning
Skills you'll gain: Data Cleansing, Data Processing, Pandas (Python Package), Applied Machine Learning, Data Analysis, Data Import/Export, Classification And Regression Tree (CART), Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Machine Learning, Supervised Learning
4.4
Rating, 4.4 out of 5 stars
43 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Fake News Detection with Machine Learning
Skills you'll gain: Exploratory Data Analysis, Deep Learning, Text Mining, Artificial Neural Networks, Matplotlib, Data Cleansing, Data Import/Export, Pandas (Python Package), Data Analysis, Unstructured Data, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning
4.6
Rating, 4.6 out of 5 stars
257 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Microsoft
Build a computer vision app with Azure Cognitive Services
Skills you'll gain: Application Programming Interface (API), Microsoft Azure, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), User Accounts, Image Analysis, Artificial Intelligence, Cloud Computing
4.4
Rating, 4.4 out of 5 stars
282 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Linear Regression with Python
Skills you'll gain: Regression Analysis, NumPy, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Python Programming
4.6
Rating, 4.6 out of 5 stars
428 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Build a Machine Learning Web App with Streamlit and Python
Skills you'll gain: Machine Learning Algorithms, Data Visualization, Dashboard, Interactive Data Visualization, Data Visualization Software, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Web Applications, Predictive Modeling, Classification And Regression Tree (CART), Python Programming, Pandas (Python Package)
4.7
Rating, 4.7 out of 5 stars
403 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Sentiment Analysis with Deep Learning using BERT
Skills you'll gain: Text Mining, PyTorch (Machine Learning Library), Data Processing, Performance Tuning, Deep Learning, Natural Language Processing
4.4
Rating, 4.4 out of 5 stars
396 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Employee Attrition Prediction Using Machine Learning
Skills you'll gain: Data Visualization, Feature Engineering, Data Cleansing, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Analysis, Applied Machine Learning, Regression Analysis, Supervised Learning, Predictive Analytics, Machine Learning, Human Resources, Decision Tree Learning, Employee Retention
4.4
Rating, 4.4 out of 5 stars
13 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Machine Learning with ChatGPT: Image Classification Model
Skills you'll gain: ChatGPT, Keras (Neural Network Library), Applied Machine Learning, Image Analysis, Predictive Modeling, Data Import/Export, Machine Learning, Performance Tuning, Artificial Neural Networks, Data Processing, Development Testing
4.3
Rating, 4.3 out of 5 stars
29 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Machine Learning - Anomaly Detection via PyCaret
Skills you'll gain: Anomaly Detection, Jupyter, Exploratory Data Analysis, Application Deployment, Unsupervised Learning, Data Visualization, Applied Machine Learning, Machine Learning, Machine Learning Software, Machine Learning Algorithms
3.8
Rating, 3.8 out of 5 stars
17 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Build your first Machine Learning Pipeline using Dataiku
Skills you'll gain: Data Import/Export, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Data Manipulation, Data Visualization, Data Analysis, Machine Learning
4.5
Rating, 4.5 out of 5 stars
58 reviews
Beginner · Guided Project · Less Than 2 Hours