Coursera

In this course you learn to build, refine, extrapolate, and, in some cases, interpret models designed for a single, sequential series. There are three modeling approaches presented. The traditional, Box-Jenkins approach for modeling time series...

Train deep learning architectures such as Multi-layer perceptron, Convolutional Neural Networks and Recurrent Neural Networks for classificationValidate and compare different machine learning algorithmsPreprocess Electronic Health Records and represe...

Program global explainability methods in time-series classificationProgram local explainability methods for deep learning such as CAM and GRAD-CAMUnderstand axiomatic attributions for deep learning networksIncorporate attention in Recurrent Neural Ne...

This course focuses on data exploration, feature creation, and feature selection for time sequences. The topics discussed include binning, smoothing, transformations, and data set operations for time series, spectral analysis, singular spectrum anal...

In this course you learn to develop and maintain a large-scale forecasting project using SAS Visual Forecasting tools. Emphasis is initially on selecting appropriate methods for data creation and variable transformations, model generation, and model...

Evaluating Clinical Decision Support SystemsBias, Calibration and Fairness in Machine Learning ModelsDecision Curve Analysis and Human-Centred Clinical Decision Support SystemsPrivacy concerns in Clinical Decision Support Systems

This course is designed for the Python programmer who wants to develop the foundations of Calculus to help solve challenging problems as well as the student of mathematics looking to learn the theory and numerical...

This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to...

5

Understand the key players involved in digitization and digitalization in the fashion industry. Define the key digital software available, their potential, and appropriateness for you to maximize use in your personal and/or business situation. Study...

This course teaches how to value and price M&A deals and to choose the optimal financing mix for an M&A deal. The course focuses on all the major types of M&A deals including strategic M&A,...

4.12

The Capstone Project is a service learning experience designed to apply the knowledge and skills developed in the three Specialization courses to a real world leadership and governance situation. It is also intended to develop...

How to lead teams, coach and develop others, and build team culture.

5

Understanding the basic common concept of machine learningFamiliarizing with most commonly used methodology, regressionDistinguishing in-sample and out-of-sample results and leading to well-performing models in a real-life

Evaluate the political, economic, and cultural systems in which international businesses operate. Interpret the achievements of developed economic systems for the international business. ​Critique the pros and cons of the European economic systems....

You will learn methods that help to figure out how costs will behave if you adjust produced or sold quantities. You will learn how cost information can support business decisions best. You will learn to...

Assess the Return on Investment (ROI) on digital marketing activitiesExplain the importance of digital analytics capability Discuss digital analytics and how they inform marketing programmes

3

This capstone course is the final course of the Value Creation Through Innovation Specialization. The specialization covers technology bases innovation and transformation and how to spot and to capitalize on emerging opportunities. UC Berkeley Haas...

4.81

Identification of problems in the knowledge management system Retention of critical knowledgeApplication of nuclear knowledge management methods and tools in practice

4.52

Put your investment and portfolio management knowledge to the test through five weeks of hands-on investment experiences: • Developing and managing your own simulated investment portfolio, resulting in a peer-graded report covering portfolio strategy...

4.83

The present course gives an overview of Bases of Employment Law in the Russian Federation. The course is directed to students of general educational institutions, Russian and foreign lawyers, heads of legal entities, financial directors,...