README.md

Metrowest Boston Developers Machine Learning Group

Collateral associated with meetings

For more information about the group, see the Metrowest Boston Developers Machine Learning Group Meetup Page

2020	Presentation files/links
Feb 26	Gene Olafsen: BERT - Bidirectional Encoder Representations from Transformers PDF, PPTX
Feb 12	Gene Olafsen: Machine Unlearning
	Gene Olafsen: Reinforcement Learning Robot Update
Jan 29	Gene Olafsen: Reinforcement Learning Robot PDF, PPTX
	Scott O'Hara: Q-Learning and MDP
Jan 15	Gene Olafsen: Gauge Equivariant CNNs PDF, PPTX

2019	Presentation files/links
Dec 4	ML Intro and Kaggle
Nov 20	Chris Winsor: PLAsTiCC
Nov 6	Chris Winsor: Intro ML and PLAsTiCC
Oct 23	Gene Olafsen: PLAsTiCC Introduction PDF
Oct 2	Lee Scheffler: NeurOS - A Neural Operating System and Cognitive Building Blocks PDF
Sep 11	Intro Python and Titanic
Aug 21	Saman Amighi: Intro to Python and Titanic PDF, PPTX
Jul 31	Gene Olafsen: Intro to Kaggle and the Titanic Competition PDF, PPTX
Jun 26	Gene Olafsen: Rethinking Model Scaling PDF, PPTX
May 15	Tri-Training: Exploiting Unlabled Data Using Three Classifiers
Mar 20	Gene Olafsen: Demonstration - Autonomous Driving via the "Simulated Labeled Data" Route PDF, PPTX
Mar 6	Gene Olafsen: Machine Learning != Stats PDF, PPTX
Feb 13	Gene Olafsen: Imbalanced Classes and Autonomous Driving via the "Simulated Labeled Data" Route
Jan 30	Scott O'Hara: Reinforcement Learning
Jan 16	Gene Olafsen: Convolution Neural Network - Self-Driving Car Lessions Learned Update PDF, PPTX
Jan 2	Gene Olafsen: Convolution Neural Network - Self-Driving Car Code Review PDF, PPTX

Videos of the self-driving model car from Jan 2 and Dec 12
https://ibm.box.com/s/jkzxleqk1775stk1cyt2mi4jjeq7hy1u

2018	Presentation files/links
Dec 28	Gene Olafsen: Q-Learning and Self-Driving Vehicle Demonstration
Dec 12	??: Q-Learning Discussion and Self-Driving Vehicle
Dec 28	Gene Olafsen: Self-Driving Vehicle and Q-Learning Discussion
Nov 14	Gene Olafsen: Self-Driving Model Lesson Learned
Oct 17	Gene Olafsen: Potential of Machine Learning
	Gene Olafsen: Self Driving Car Data Augmentation
Oct 3	Scott O'Hara: Towards Q-Learning
Sep 12	Scott O'Hara: Model-based reinforcement learning
Aug 29	Scott O'Hara: Markov Decision Trees
Jul 25	Scott O'Hara: Evaluating Classifers
	Scott O'Hara: accompanying Jupyter notebook
Jul 11	Gene Olafsen: Reinforcement Learning Q-Learning.pptx
	Chris Stauffer: Report on Conference on Computer Vision and Pattern Recognition 2018
	Andy Webber: Identifying data with gaps
May 23	Scott O'Hara: Hidden Markov Models
May 9	Gene Olafsen: Attention-based Models.pptx
	Gene Olafsen: Introduction to NLP.pptx
	Gene Olafsen: Oscillator.pptx
Apr 25	Gene Olafsen: Inception.pptx
	Gene Olafsen: Microsoft AI-ML Interview.pptx
	Gene Olafsen: Recurrent Neural Networks (2).pptx
Apr 11	Gene Olafsen: Recurrent Neural Networks.pptx
Mar 28	Gene Olafsen: CNN Architectures (1).pptx
	Gene Olafsen: DLChallenges.pptx
Mar 14	Gene Olafsen: CNN Architectures.pptx
	Gene Olafsen: Convolutional Neural Networks.pptx
	Gene Olafsen: Regularization.pptx
Feb 28	Andy Weber: andygwebber/Tensorflow_lessons
Feb 13	Gene Olafsen: Training Deep Neural Networks.pptx
Jan 31	Gene Olafsen: Activation Functions.pptx
	Gene Olafsen: Introduction to Artificial Neural Networks.pptx
Jan 17	Gene Olafsen: Gradient Descent.pptx
	Gene Olafsen: Welcome Jan 17, 2018.pptx
Jan 3	Gene Olafsen: 09_up_and_running_with_tensorflow.ipynb
	Gene Olafsen: Building and Maintaining ML Systems.pptx
	Gene Olafsen: Introduction to Tensorflow (1).pptx

2017	Presentation files/links
Dec 13	Gene Olafsen: pycon2017-optimizing-pandas-master-gene-mods.zip
	Gene Olafsen: Feature Extraction.pptx
	Gene Olafsen: Introduction to Tensorflow.pptx
	Gene Olafsen: Optimizing Pandas.pptx
	Gene Olafsen: Welcome.pptx
	Gene Olafsen: Simple Linear Regression in Python
Nov 29	Gene Olafsen: Code Profiling.ipynb
	Gene Olafsen: Feature Extraction.ipynb
	Gene Olafsen: Intermediate Python.ipynb
	Gene Olafsen: C/C++ Extension Module for Python
	Gene Olafsen: More Python.pptx
Nov 8	Gene Olafsen: Classifiers.pptx
	Gene Olafsen: Data Conditioning.pptx
	Gene Olafsen: Introduction to Python PDF, PPTX
	Gene Olafsen: Introduction to Python.ipynb
	Gene Olafsen: sklearn Datasets.ipynb
	Gene Olafsen: sklearn utils.ipynb
Oct 25	Gene Olafsen: MD-MLG - Machine Learning Introduction.pptx
	Gene Olafsen: MD-MLG Welcome!.pptx
Oct 11	First meeting!