Home / Tutorial

Tutorial

Understanding and Applying Financial Risk Modeling Techniques

Understanding and Applying Financial Risk Modeling Techniques
.MP4, AVC, 1000 kbps, 1280×720 | English, AAC, 64 kbps, 2 Ch | 2 hrs 52 mins | 378 MB
Instructor: Vitthal Srinivasan

Financial risk modeling is back in the limelight these days because of its place at the intersection of two hot trends: Fintech and Big Data. Enthusiasm about the intersection of technology and finance is tempered by caution born from past financial risk management failures, such as those witnessed during the Subprime Crisis. In this course, Understanding and Applying Financial Risk Modeling Techniques, you’ll learn the details of three related financial risk modeling techniques: covariance matrices, factor models, and value-at-risk. First, you’ll discover risk, uncertainty, and standard deviation. Next, you’ll explore the role of covariance matrices in modeling risk. Then, you’ll go through building scenario-based stress tests using factor models. Finally, you’ll learn how to implement a robust risk modeling approach using Excel, VBA, R, and Python. By the end of this course, you’ll have a good understanding of how financial risks of all types can be quantified and modeled.
Read More »

Training, Evaluating, and Tuning Deep Neural Network Models with TensorFlow-Slim

Training, Evaluating, and Tuning Deep Neural Network Models with TensorFlow-Slim
MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours 12M | 342 MB
Genre: eLearning | Language: English

This course builds on the training in Marvin Bertin’s "Introduction to TensorFlow-Slim", which covered the basic concepts and uses of the TensorFlow-Slim (TF-Slim) API. In a series of lessons designed for learners with basic machine learning knowledge and some previous TensorFlow experience, you’ll explore many of TF-Slim’s most advanced features; using them to build and train sophisticated deep learning models.
Read More »

The Visual Organization Data Visualization, Big Data, and the Quest for Better Decisions

The Visual Organization: Data Visualization, Big Data, and the Quest for Better Decisions
MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | 226 MB
Genre: eLearning | Language: English

The era of Big Data has arrived, but most organizations are woefully unprepared. Enterprises erroneously believe and act like big data is a passing fad, and nothing has really changed. But big data is not a temporary blip. By acting as if it is, companies are missing out on tremendous opportunities. Yet amidst all of the hype and confusion, a new type of enterprise is emerging: the Visual Organization. In this interactive Harvard Business Review webinar, technology expert and author Phil Simon describes the new types of data, new generation of tools and applications, new visualization technologies, and completely different mindset of truly visual organizations. Simon draws from numerous case studies in explaining how visual organizations are locating and leveraging valuable insights from the noise that is big data, are asking better questions, and are making better decisions.
Read More »

Revit for AutoCAD Users

Revit for AutoCAD Users
MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours 14M | 877 MB
Genre: eLearning | Language: English

This course will teach you how to produce some of the common 2D deliverables in Revit, which you would normally produce in AutoCAD. You’ll gain an appreciation for how plans and views are created and also how design changes are managed in Revit..
Read More »