World Business StrategiesServing the Global Financial Community since 2000

Day 1 Monday, August 23 2021

Module 1: Artificial Intelligence in Finance Landscape 9.00am – 12.00pm EST Dr Miquel Noguer

Module 2: Big Data in Finance Modeling I
a. Modeling
b. Modeling Framework
c. Quantitative Finance

Module 3: Supervised Learning I
a. Supervised Learning Algorithms
Speaker Big Data in Finance 12.00pm – 1.00pm EST William J Kelly
Speaker Neural SDE’s 1.00pm – 2.00pm EST Lukasz Szpruch

Day 2 Tuesday, August 24 2021

Module 2: Big Data in Finance Modeling II 8.00am – 9.00am EST Dr. Daniel T Schmitt
a. Preprocessing
b. Learning and Estimation
c. Model Selection
AI Interpretability 9.00am – 11.00am EST Gary Kazantsev

Module 1: Python and coding – Primer 11.00am – 12.00pm EST Gilberto Batres Estrada
a. Python basics
b. Exercises
Speaker Neural Networks 12.00pm – 1.00pm EST Alexander Antonov
Speaker Alternative data Expert 1.00pm – 2.00pm EST Olga Kane

Day 3 Wednesday, August 25 2021

Module 3: Supervised Learning II 9.00am – 11.00am EST Yaxoing Zeng
a. Ensemble models
b. Bagging: Random Forests
c. Boosting: Adaboost and XGBoost
Speaker Factor Models and Machine Learning 11.00am – 12.00pm EST Tony Guida
Speaker Mathworks – Explainable AI 12.00pm – 1.00pm EST Marshall Alphonso
Speaker Climate Change 1.00pm – 2.00pm EST Robert Litterman

Day 4 Thursday, August 26 2021

Module 4: Unsupervised Learning 9.00am – 11.00am EST Dr Mike Atwal
a. Unsupervised Learning Rationale
b. Clustering
c. Auto-Encoders
d. Dimension reduction: PCA

Module 2: Python and coding – Machine Learning 11.00am – 12.00pm EST Gilberto Batres Estrada
a. Python Sci kit Learn
b. Exercises
Speaker Reinforcement Learning in Finance 12.00pm – 1.00pm EST Petter Kolm
Speaker DataRobot 1.00pm – 3.00pm EST William Disch

Day 5 Friday, August 27 2021

Speaker Deep Learning for Mathematics 8.00am – 9.00am EST Francois Charton
Speaker Practical Machine Learning in Finance 9.00am – 10.00am EST Derek Snow
Speaker Machine Learning in Finance 10.00am – 11.00am EST Dr. Marcos Lopez de Prado
Module 5: Deep Learning 11.00am – 2.00pm EST Dr Larry Rudolph
a. The mathematics of deep learning
i. Mathematical definition
ii. Optimization
iii. Drop out
b. Neural Networks Architectures
i. Feedforward Neural Networks
i. Convolutional Neural Networks

Day 6 Monday, August 30 2021

Speaker Reinforcement Learning in Finance 9.00am – 10.00am EST Sonam Srivastava
Module 5: Deep Learning 10.00am – 1.00pm EST Dr. Matthew Dixon
b. Neural Networks Architectures
ii. Recurrent Neural Networks
iii. Long Short Term Memory
iv. Convolutional Neural Networks
v. Generative Adversarial Networks
Speaker Machine Learning in Finance 1.00pm – 2.00pm EST Paris Pender
Speaker Signatures in Finance 2.00pm – 3.00pm EST Samuel Mugel

Day 7 Tuesday, August 31 2021

Module 6: Reinforcement Learning 9.00am – 12.00pm EST Dr. Matthew Dixon
a. Reinforcement Learning in Finance
b. RL in Dynamic Rep and Hedging
c. Markov Decision processes
d. Taxonomy of RL
e. Tabular Learning and Bellman Equation
Speaker Natural Language Processing in Finance 12.00pm – 1.00pm EST Marko Kangrga
Speaker Alternative Data 1.00pm – 2.00pm EST Saeed Amen

Day 8 Wednesday, September 1 2021

Module 6: Reinforcement Learning 9.00am – 11.00am EST Dr Tim Leung
a. Review
b. Experiments
3 Python and coding – DL and RL 11.00am – 12.00pm EST Ivan Zhdankin
a. Python Sci kit Learn + Tensorflow
Speaker Deep Learning and Option Pricing 12.00pm – 1.00pm EST Aitor Muguruza
Debate Coding Session 2.00pm – 3.00pm EST Gilberto Batres-Estrada

Day 9 Thursday, September 2 2021

Module 7: Natural Language Processing 9.00am – 11.00am EST Dr Miquel Noguer
a. NLP Pipeline
b. Text Pre-Processing
c. Word Tokenization
d. Math with words (TF-IDF vectors)
e. NLP Deep Learning
3 Python and coding – NLP 11.00am – 12.00pm EST Tinghao Li
Speaker Thinknum 12.00pm – 1.00pm EST Justin Zhen

Day 10 Friday, September 3 2021

Module 7: AI in Finance Q&A 9.00am – 10.00am EST Dr Miquel Noguer
Speaker FiBERT 10.00am – 11.00pm EST Jordi Armengol
Speaker Reinforcement Learning 11.00am – 12.00pm EST Dr Igor Halperin
Speaker GlobalAI 12.00pm – 1.00pm EST Richard Rothenberg

  • Discount Structure
  • Super early bird discount
    25% until 25th June 2021

  • Early bird discount
    15% until 30th July 2021

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