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Machine Learning for Trading

Machine Learning for Trading

This 3-course Specialization from Google Cloud and New York Institute of Finance (NYIF) is for finance professionals, including but not limited to hedge fund traders, analysts, day traders, those involved in investment management or portfolio management, and anyone interested in gaining greater knowledge of how to construct effective trading strategies using Machine Learning (ML) and Python. Alternatively, this program can be for Machine Learning professionals who seek to apply their craft to quantitative trading strategies.

  • مقدم بواسطة
  • التعلم الذاتي
  • language الإنجليزية
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Introduction to Financial Engineering and Risk Management

Introduction to Financial Engineering and Risk Management

Introduction to Financial Engineering and Risk Management course belongs to the Financial Engineering and Risk Management Specialization and it provides a fundamental introduction to fixed income securities, derivatives and the respective pricing models. The first module gives an overview of the prerequisite concepts and rules in probability and optimization. This will prepare learners with the mathematical fundamentals for the course. The second module includes concepts around fixed income securities and their derivative instruments.

  • مقدم بواسطة
  • التعلم الذاتي
  • 18 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Reinforcement Learning for Trading Strategies

Reinforcement Learning for Trading Strategies

In the final course from the Machine Learning for Trading specialization, you will be introduced to reinforcement learning (RL) and the benefits of using reinforcement learning in trading strategies. You will learn how RL has been integrated with neural networks and review LSTMs and how they can be applied to time series data.

  • مقدم بواسطة
  • التعلم الذاتي
  • 12 ساعات
  • language الإنجليزية
الاشتراك الشهري
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Calculus through Data & Modeling: Applying Differentiation

Calculus through Data & Modeling: Applying Differentiation

As rates of change, derivatives give us information about the shape of a graph. In this course, we will apply the derivative to find linear approximations for single-variable and multi-variable functions. This gives us a straightforward way to estimate functions that may be complicated or difficult to evaluate. We will also use the derivative to locate the maximum and minimum values of a function. These optimization techniques are important for all fields, including the natural sciences and data analysis.

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  • التعلم الذاتي
  • 7 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Using Machine Learning in Trading and Finance

Using Machine Learning in Trading and Finance

This course provides the foundation for developing advanced trading strategies using machine learning techniques. In this course, you’ll review the key components that are common to every trading strategy, no matter how complex. You’ll be introduced to multiple trading strategies including quantitative trading, pairs trading, and momentum trading.

  • مقدم بواسطة
  • التعلم الذاتي
  • 19 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Applied Calculus with Python

Applied Calculus with Python

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 techniques of applied calculus implemented in Python. By the end of this course, you will have learned how to apply essential calculus concepts to develop robust Python applications that solve a variety of real-world challenges. Video lectures, readings, worked examples, assessments, and Python code are all provided in the course.

  • مقدم بواسطة
  • التعلم الذاتي
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Geographical Information Systems - Part 2

Geographical Information Systems - Part 2

This course is the second part of a course dedicated to the theoretical and practical bases of Geographic Information Systems (GIS). It offers an introduction to GIS that does not require prior computer skills. It gives the opportunity to quickly acquire the basics that allow you to create spatial databases and produce geographic maps. This is a practical course that relies on the use of free Open Source software (QGIS, Geoda). In the first part of the course (Geographical Information Systems - Part 1), you explored the basics of land digitization and geodata storage.

  • مقدم بواسطة
  • التعلم الذاتي
  • 10 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Introduction to Trading, Machine Learning & GCP

Introduction to Trading, Machine Learning & GCP

In this course, you’ll learn about the fundamentals of trading, including the concept of trend, returns, stop-loss, and volatility. You will learn how to identify the profit source and structure of basic quantitative trading strategies. This course will help you gauge how well the model generalizes its learning, explain the differences between regression and forecasting, and identify the steps needed to create development and implementation backtesters. By the end of the course, you will be able to use Google Cloud Platform to build basic machine learning models in Jupyter Notebooks.

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  • التعلم الذاتي
  • 10 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Advanced Topics in Derivative Pricing

Advanced Topics in Derivative Pricing

This course discusses topics in derivative pricing. The first module is designed to understand the Black-Scholes model and utilize it to derive Greeks, which measures the sensitivity of option value to variables such as underlying asset price, volatility, and time to maturity. Greeks are important in risk management and hedging and often used to measure portfolio value change. Then we will analyze risk management of derivatives portfolios from two perspectives—Greeks approach and scenario analysis.

  • مقدم بواسطة
  • التعلم الذاتي
  • 16 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Market Risk Management: Frameworks & Strategies

Market Risk Management: Frameworks & Strategies

This course provides the foundation for understanding the frameworks used to develop market risk management strategies. You will identify the market risks associated with each type of financial instrument. You will be introduced to techniques for estimating the risk associated with each class of investments. By the end of the course, you will be able to select the most effective derivatives for managing risk of a single asset and a portfolio of assets, develop asset selection strategies for managing risk in a portfolio, and model risk associated with a single asset and a portfolio of assets.

  • مقدم بواسطة
  • التعلم الذاتي
  • 8 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Calculus through Data & Modeling: Limits & Derivatives

Calculus through Data & Modeling: Limits & Derivatives

This first course on concepts of single variable calculus will introduce the notions of limits of a function to define the derivative of a function. In mathematics, the derivative measures the sensitivity to change of the function. For example, the derivative of the position of a moving object with respect to time is the object's velocity: this measures how quickly the position of the object changes when time advances. This fundamental notion will be applied through the modelling and analysis of data.

  • مقدم بواسطة
  • التعلم الذاتي
  • 10 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Quantitative Foundations for International Business

Quantitative Foundations for International Business

This course provides the essential mathematics required to succeed in the finance and economics related modules of the Global MBA, including equations, functions, derivatives, and matrices. You can test your understanding with quizzes and worksheets, while more advanced content will be available if you want to push yourself. This course forms part of a specialisation from the University of London designed to help you develop and build the essential business, academic, and cultural skills necessary to succeed in international business, or in further study.

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  • التعلم الذاتي
  • 10 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Algebra and Differential Calculus for Data Science

Algebra and Differential Calculus for Data Science

Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will teach you the most fundamental Calculus concepts that you will need for a career in Data Science without a ton of unnecessary proofs and techniques that you may never use. Consider this an expressway to Data Science with approachable methods and friendly concepts that will guide you to truly understanding the most important ideas in Differential Calculus.

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  • التعلم الذاتي
  • 8 ساعات
  • language الإنجليزية
الاشتراك الشهري
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Derivatives, Futures, Swaps, and Options

Derivatives, Futures, Swaps, and Options

Learn about Derivatives, Futures, Swaps, and Options

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  • التعلم الذاتي
  • language الإنجليزية
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Calculus through Data & Modelling: Series and Integration

Calculus through Data & Modelling: Series and Integration

This course continues your study of calculus by introducing the notions of series, sequences, and integration. These foundational tools allow us to develop the theory and applications of the second major tool of calculus: the integral. Rather than measure rates of change, the integral provides a means for measuring the accumulation of a quantity over some interval of input values. This notion of accumulation can be applied to different quantities, including money, populations, weight, area, volume, and air pollutants.

  • مقدم بواسطة
  • التعلم الذاتي
  • 9 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Calculus through Data & Modeling: Differentiation Rules

Calculus through Data & Modeling: Differentiation Rules

Calculus through Data & Modeling: Differentiation Rules continues the study of differentiable calculus by developing new rules for finding derivatives without having to use the limit definition directly. These differentiation rules will enable the calculation of rates of change with relative ease the derivatives of polynomials, rational functions, algebraic functions, exponential and logarithmic functions, and trigonometric and inverse trigonometric functions.

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  • التعلم الذاتي
  • 8 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Financial Engineering and Risk Management

Financial Engineering and Risk Management

This specialization is intended for aspiring learners and professionals seeking to hone their skills in the quantitative finance area. Through a series of 5 courses, we will cover derivative pricing, asset allocation, portfolio optimization as well as other applications of financial engineering such as real options, commodity and energy derivatives and algorithmic trading. Those financial engineering topics will prepare you well for resolving related problems, both in the academic and industrial worlds.

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  • التعلم الذاتي
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Calculus: Single Variable Part 2 - Differentiation

Calculus: Single Variable Part 2 - Differentiation

Calculus is one of the grandest achievements of human thought, explaining everything from planetary orbits to the optimal size of a city to the periodicity of a heartbeat. This brisk course covers the core ideas of single-variable Calculus with emphases on conceptual understanding and applications. The course is ideal for students beginning in the engineering, physical, and social sciences.

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  • التعلم الذاتي
  • 11 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Features and Boundaries

Features and Boundaries

This course focuses on the detection of features and boundaries in images. Feature and boundary detection is a critical preprocessing step for a variety of vision tasks including object detection, object recognition and metrology – the measurement of the physical dimensions and other properties of objects. The course presents a variety of methods for detecting features and boundaries and shows how features extracted from an image can be used to solve important vision tasks. We begin with the detection of simple but important features such as edges and corners.

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  • التعلم الذاتي
  • 23 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Integral Calculus and Numerical Analysis for Data Science

Integral Calculus and Numerical Analysis for Data Science

Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will provide an intuitive understanding of foundational integral calculus, including integration by parts, area under a curve, and integral computation. It will also cover root-finding methods, matrix decomposition, and partial derivatives. This course is designed to prepare learners to successfully complete Statistical Modeling for Data Science Application, which is part of CU Boulder's Master of Science in Data Science (MS-DS) program.

  • مقدم بواسطة
  • التعلم الذاتي
  • 4 ساعات
  • language الإنجليزية
الاشتراك الشهري
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Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I:  Concepts

Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts

Ders çok değişkenli fonksiyonlardaki ikili dizinin birincisidir. Burada çok değişkenli fonksiyonlardaki temel türev ve entegral kavramlarını geliştirmek ve bu konulardaki problemleri çözmekteki temel yöntemleri sunmaktadır.

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  • التعلم الذاتي
  • language اللغة التركية
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Mathematics for Machine Learning: PCA

Mathematics for Machine Learning: PCA

This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. We'll cover some basic statistics of data sets, such as mean values and variances, we'll compute distances and angles between vectors using inner products and derive orthogonal projections of data onto lower-dimensional subspaces.

  • مقدم بواسطة
  • التعلم الذاتي
  • 21 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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Measuring Risk: Equity, Fixed Income, Derivatives and FX

Measuring Risk: Equity, Fixed Income, Derivatives and FX

Understand how to describe the various approaches utilized for determining value at risk.

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  • التعلم الذاتي
  • language الإنجليزية
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Derivatives Professional Certificate Examination

Derivatives Professional Certificate Examination

Complete the required exam to earn your professional certificate in Derivatives from the New York Institute of Finance.

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  • التعلم الذاتي
  • language الإنجليزية
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FX Markets Derivatives, Cross Currency Swaps, and Credit Derivatives

FX Markets Derivatives, Cross Currency Swaps, and Credit Derivatives

Learn about Credit Default Swaps (CDS) and other factors used in pricing and trading credit default products.

  • مقدم بواسطة
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
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