Financial Modeling Courses

NPTEL;  IIT Madras

Semiconductor Device Modeling

Comprehensive exploration of semiconductor device modeling, covering transport equations, drift-diffusion models, energy band diagrams, and MOSFET characteristics for advanced understanding of electronic components.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

PTC Creo 3D Modeling

Comprehensive Tamil tutorials on PTC Creo 3D modeling software, covering sketching, part modeling, drawing, and advanced features for beginners to experienced users.

• YouTube
• 19 hours
• Self-Paced
• Free Video

Predictive Modeling Fundamentals I

Learn predictive modeling fundamentals, including CRISP-DM methodology, common techniques, and hands-on practice with IBM SPSS Modeler to solve real-world data challenges.

• Cognitive Class
• 6 hours
• Self-Paced
• Free Online Course

Financial Accounting

Learn practical accounting principles, analyze financial statements, and create essential business documents in this comprehensive online course.

• StraighterLine
• Self-Paced
• Paid Course

Steve Brunton

Deep Learning for Turbulence Closure Modeling

Explore how deep learning revolutionizes turbulence modeling in fluid dynamics, focusing on RANS equations and large eddy simulations for advanced computational techniques.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Bolei Zhou

Modeling Conceptual Understanding in Image Reference Games - CVPR 2020 Tutorial

Explore image reference games, conceptual understanding modeling, and machine theory of mind in this tutorial on interpretable vision and multi-agent communication.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Simons Institute

Allen Institute Large-Scale Datasets and Modeling Tools

Explore large-scale datasets and modeling tools for brain research, covering transcriptomics, connectome mapping, visual coding, and human neuron studies to advance our understanding of brain function.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video

MITCBMM

Modeling the Influence of Feedback in the Visual System

Explore how feedback influences visual processing, using masking studies and network modeling to understand its impact on classification accuracy and neural activity.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Open Data Science

Denoising Diffusion-Based Generative Modeling

Explore diffusion-based generative modeling, its advantages over other approaches, and applications in image generation and inverse problems. Learn about score functions, training methods, and recent advancements.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Open Data Science

Applications of Modern Survival Modeling with Python

Explore modern survival modeling in Python for predicting event timing. Learn concepts, tools, and applications in various fields, from churn prediction to sales strategy optimization.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Open Data Science

Introduction to NLP and Topic Modeling

Explore NLP basics, advanced techniques like word vectors, and topic modeling. Learn pre-processing, tools, and methodologies to start NLP modeling and understand topic analysis.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Open Data Science

Modeling Real World Change with Geospatial Data

Learn strategies for maintaining accurate geospatial databases, sourcing quality POI data, and applying up-to-date location intelligence to business models in a dynamically changing world.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Open Data Science

An Introduction to Event Data Modeling in Cloud Data Warehouses - Nienke Bos

Explore event data modeling in cloud data warehouses, focusing on benefits, user journeys, and practical examples. Learn to create a single source of truth for data-driven business decisions.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Open Data Science

Humans & AI in Financial Services - The Future - Samik Chandarana - ODSC Europe 2019

Explore the future of AI in finance with Samik Chandarana's keynote, covering data-driven decisions, deep neural nets, and AI applications in trading, payments, and natural language processing.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Open Data Science

Using Free Text for Predictive Modeling

Explore efficient text representation for predictive analytics, covering techniques to transform varied-length text into fixed-length vectors for machine learning applications like sentiment analysis and news classification.

• YouTube
• 29 minutes
• Self-Paced
• Free Video