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Python and Machine Learning for Asset Management

Python and Machine Learning for Asset Management

This course will enable you mastering machine-learning approaches in the area of investment management. It has been designed by two thought leaders in their field, Lionel Martellini from EDHEC-Risk Institute and John Mulvey from Princeton University.

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  • Self Paced
  • 16 ساعات
  • الإنجليزية
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Security Operations and Administration

Security Operations and Administration

Security operations and administration is the task of identifying an organization's information assets and the documentation needed for policy implementation, standards, procedures, and guidelines to ensure confidentiality, integrity, and availability. You will understand the process necessary for working with management and information owners, custodians, and users so that proper data classifications are defined.

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  • 16 ساعات
  • الإنجليزية
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Introducing Security: Aligning Asset and Risk Management

Introducing Security: Aligning Asset and Risk Management

Course 1 - Introducing Security and Aligning Asset Management to Risk Management
In this course, we're going to start by discussing the security concepts, identifying corporate assets, and discussing the risk management process.
Course 1 Learning Objectives
After completing this course, the participant will be able to: 
L1.1 - Classify information security and security concepts.  
L1.2 - Summarize components of the asset management lifecycle. 
L1.3 - Identify common risks and vulnerabilities. 
L1.4 - Provide examples of appropriate risk treatment. 

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  • 7 ساعات
  • الإنجليزية
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Fundamentals of Machine Learning in Finance

Fundamentals of Machine Learning in Finance

The course aims at helping students to be able to solve practical ML-amenable problems that they may encounter in real life that include: (1) understanding where the problem one faces lands on a general landscape of available ML methods, (2) understanding which particular ML approach(es) would be most appropriate for resolving the problem, and (3) ability to successfully implement a solution, and assess its performance.

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  • Self Paced
  • 18 ساعات
  • الإنجليزية
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Optimization Methods in Asset Management

Optimization Methods in Asset Management

This course focuses on applications of optimization methods in portfolio construction and risk management. The first module discusses portfolio construction via Mean-Variance Analysis and Capital Asset Pricing Model (CAPM) in an arbitrage-free setting. Next, it demonstrates the application of the security market line and sharpe optimal portfolio in the exercises. The second module involves the difficulties in implementing Mean-Variance techniques in a real-world setting and the potential methods to deal with it.

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  • Self Paced
  • 14 ساعات
  • الإنجليزية
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Security Operations

Security Operations

Welcome to course 5 of 5 of this Specialization, Security Operations. This course focuses our attention on the day-to-day, moment-by-moment active use of the security controls and risk mitigation strategies that an organization has in place. We will explore ways to secure the data and the systems they reside on, and how to encourage secure practices among people who interact with the data and systems during their daily duties.

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  • 8 ساعات
  • الإنجليزية
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Investment Management in an Evolving and Volatile World by HEC Paris and AXA Investment Managers

Investment Management in an Evolving and Volatile World by HEC Paris and AXA Investment Managers

Have you ever wanted to invest in financial markets, but were always afraid that you didn’t have the proper tools or knowledge to make informed decisions? Have you ever wondered how investment management companies operate and what fund managers do? AXA Investment Managers, in partnership with HEC Paris, will introduce you to the most important ideas and concepts in investment management, to help you better understand your financial future. This course will enable you to: • Define what type of investor you are, your investment objectives, and potential constraints.

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  • 18 ساعات
  • الإنجليزية
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Principles of Sustainable Finance

Principles of Sustainable Finance

Finance is widely seen as an obstacle to a better world. Principles of Sustainable Finance explains how the financial sector can be mobilized to counter this. Using finance as a means to achieve social goals we can divert the planet and its economy from its current path to a world that is sustainable for all.

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  • 17 ساعات
  • الإنجليزية
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Guided Tour of Machine Learning in Finance

Guided Tour of Machine Learning in Finance

This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Supervised Machine Learning methods are used in the capstone project to predict bank closures.

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  • 24 ساعات
  • الإنجليزية
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Unity and C# basics

Unity and C# basics

This course prepares you for a career using AR in the entertainment world. You will learn how AR is used to create games in mobile apps, and you'll learn about a specific AR development tool, Unity.
By the end of this course, you will be able to:
- Install the Unity Hub and Unity Editors.
- Create and manage Unity projects.
- Explain the essential features of the Unity Editor and their functionality.
- Create and manage scenes in Unity.
- Use the scene view to navigate in an AR space.
- Describe how object-oriented programming is used in C#.

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  • 28 ساعات
  • الإنجليزية
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Introduction to Digital Asset Management (DAM)

Introduction to Digital Asset Management (DAM)

Learn Digital Asset Management from DAM systems and platforms to organizational integration and automation needs. Gain insights to using workflows and user experience needs.

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  • 18
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Python and Machine-Learning for Asset Management with Alternative Data Sets

Python and Machine-Learning for Asset Management with Alternative Data Sets

Over-utilization of market and accounting data over the last few decades has led to portfolio crowding, mediocre performance and systemic risks, incentivizing financial institutions which are looking for an edge to quickly adopt alternative data as a substitute to traditional data. This course introduces the core concepts around alternative data, the most recent research in this area, as well as practical portfolio examples and actual applications.

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  • 21 ساعات
  • الإنجليزية
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Reinforcement Learning in Finance

Reinforcement Learning in Finance

This course aims at introducing the fundamental concepts of Reinforcement Learning (RL), and develop use cases for applications of RL for option valuation, trading, and asset management.

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  • 17 ساعات
  • الإنجليزية
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Infonomics II: Business Information Management and Measurement

Infonomics II: Business Information Management and Measurement

Even decades into the Information Age, accounting practices yet fail to recognize the financial value of information. Moreover, traditional asset management practices fail to recognize information as an asset to be managed with earnest discipline. This has led to a business culture of complacence, and the inability for most organizations to fully leverage available information assets.

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  • 12 ساعات
  • الإنجليزية
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Investment Management with Python and Machine Learning

Investment Management with Python and Machine Learning

The Data Science and Machine Learning for Asset Management Specialization has been designed to deliver a broad and comprehensive introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques to improve investment decisions.By the end of this specialization, you will have acquired the tools required for making sound investment decisions, with an emphasis not only on the foundational theory and underlying concepts, but also on practical applications and implementation.

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  • الإنجليزية
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Machine Learning and Reinforcement Learning in Finance

Machine Learning and Reinforcement Learning in Finance

The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on core paradigms and algorithms of machine learning (ML), with a particular focus on applications of ML to various practical problems in Finance. The specialization aims at helping students to be able to solve practical ML-amenable problems that they may encounter in real life that include: (1) mapping the problem on a general landscape of available ML methods, (2) choosing particular ML approach(es) that would be most appropriate for resolving the problem, and (3

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Introduction to Business Analytics and Information Economics

Introduction to Business Analytics and Information Economics

This specialization targets learners who seek to understand the opportunities that data and analytics present for their organization and those interested in the value of and implications for data as an asset to their organization. Individuals who manage data and make decisions about how data can be leveraged in their organization will find this specialization of particular value. Businesses run on data, and data offers little value without analytics.

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  • الإنجليزية
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Advanced Cybersecurity Concepts and Capstone Project

Advanced Cybersecurity Concepts and Capstone Project

In this course, you’ll learn about threat mitigation by following the three stages of threat modeling. The steps are: decomposing the application, determining and ranking threats, and determining countermeasures and mitigation. You’ll learn about access control, secure development, cryptography, as well as asset management. You’ll also be introduced to the types of attacks that IoT (Internet of Things) devices and services face. At the end of this course, you’ll also complete a focused security mitigation strategy plan for a given business.

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  • 8 ساعات
  • الإنجليزية
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Sustainable DAM: Preservation, Access, and Brand Management

Sustainable DAM: Preservation, Access, and Brand Management

Design the future of your organization’s Digital Asset Management by creating forward-thinking policies, procedures and preservation plans. This includes the digital ecosystem, auditing of assets, product innovation, and long-term preservation.

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  • 12
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Introduction to Portfolio Construction and Analysis with Python

Introduction to Portfolio Construction and Analysis with Python

The practice of investment management has been transformed in recent years by computational methods. This course provides an introduction to the underlying science, with the aim of giving you a thorough understanding of that scientific basis. However, instead of merely explaining the science, we help you build on that foundation in a practical manner, with an emphasis on the hands-on implementation of those ideas in the Python programming language.

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  • 25 ساعات
  • الإنجليزية
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