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This online course gives an introduction to Generative AI and shows how it is used and how it differs from traditional machine learning methods.
This online course gives an introduction to data science for managers. Participants analyze business data with Microsoft Azure through the use of SQL, machine learning, and...
This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
This online course gives an introduction to the basic ideas of machine learning and artificial intelligence without the technical programming tools that are used by more...
This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...
This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...
This online course program gives an introduction to key data science essentials through real-world case studies. It includes courses on the R programming language, data...
This online course gives an introduction to machine learning for non-technical business professionals.
This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.
This online course program gives an introduction to Machine Learning as a key concept of artificial intelligence (AI). It was designed to be accessible to both business-level...
This online course explores how machine learning can be used to solve financial data problems and create informative insights and predictions. The course is designed for anyone...
This online course gives an introduction to artificial intelligence for educators to prepare for a future which is becoming increasingly automated. The course includes...
This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This online course series gives an introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques...
This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...
This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...
This online lecture gives an introduction to machine learning for physicists. [Note: Lectures 1 and 2 are not in the right order on the course overview page.]
This online course program explores the various applications of artificial intelligence. The courses include topics such as machine learning, deep learning and neural networks,...
This online course gives an introduction to artificial intelligence and machine learning using Python. The course is being offered by the creators of one of the most popular...
This online course program gives an introduction to the emerging field of Tiny Machine Learning (TinyML), combining machine learning with the domain of embedded systems. It...
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