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.

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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
793 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, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning
4.8
Rating, 4.8 out of 5 stars
10 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
4.5
Rating, 4.5 out of 5 stars
265 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, 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, Application Development, Pandas (Python Package)
4.7
Rating, 4.7 out of 5 stars
403 reviews
Intermediate · 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, Data Import/Export, Test Data, Machine Learning, Performance Tuning, Artificial Neural Networks, Data Processing
4.3
Rating, 4.3 out of 5 stars
29 reviews
Intermediate · 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
39 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, Natural Language Processing, Python Programming, Machine Learning, Automation
4.6
Rating, 4.6 out of 5 stars
256 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Preparation for Job Interviews
Skills you'll gain: Interviewing Skills, Recruitment, Talent Recruitment
4.4
Rating, 4.4 out of 5 stars
810 reviews
Beginner · 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
427 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Machine Learning with PySpark: Customer Churn Analysis
Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Data Analysis, PySpark, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Business Analytics, Application Deployment, Machine Learning
4.8
Rating, 4.8 out of 5 stars
15 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
Status: Free
Coursera Project Network
Data Science Challenge
Skills you'll gain: Applied Machine Learning, Jupyter, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics
4.7
Rating, 4.7 out of 5 stars
154 reviews
Intermediate · Guided Project · Less Than 2 Hours

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

Machine Learning Pipelines with Azure ML Studio: Coursera Project Network
Scikit-Learn For Machine Learning Classification Problems: Coursera Project Network
Build a computer vision app with Azure Cognitive Services: Microsoft
Build a Machine Learning Web App with Streamlit and Python: Coursera Project Network
Machine Learning with ChatGPT: Image Classification Model: Coursera Project Network
Breast Cancer Prediction Using Machine Learning: Coursera Project Network
Fake News Detection with Machine Learning: Coursera Project Network
Preparation for Job Interviews: Coursera Project Network
Linear Regression with Python: Coursera Project Network
Machine Learning with PySpark: Customer Churn Analysis: Coursera Project Network