The Data Science and Engineering Club goals are to share knowledge, experience and to bring together Data Engineers and Data Scientists. We will organize workshops and presentations in areas of Data Acquisition, Data Wrangling, Data Storage, Data Engineering, Machine Learning, Data Science, Distributed and Cloud Computing. We will prefer to apply Open Source tools for tackling data challenges.
Please let me know if you're interested in hosting a Data Science and Engineering Club meetup in your office or would be interested in speaking at a future event!
We excited to invite you to a Deep Learning Workshop. On a Saturday morning, Ben will start reviewing machine learning algorithms with scikit-learn. Then, Ashima will introduce Deep Learning concepts with examples of supervised learning algorithms using keras models on IMDB dataset. Finally, Roman will present working with text data using tensorflow, keras, gensim, (nltk or spaCy) on Kaggle competitions datasets.
9:00 – 9:30 Installation, networking, brainstorming ideas for the next events.
9:30 - 10:15 Practical Machine Learning with scikit-learn by Ben
10:30 - 11:15 Introduction to Deep Learning with Keras by Ashima
11:30 - 12:30 Text analysis and Modelling on Kaggle datasets by Roman
12:30 - 13:00 Working on Kaggle competitions or sharing your experience
Prerequisites for the workshop:
- Basic knowledge of math and statistics;
- Familiarity with python programming;
- Basics of machine learning;
The installation guide and the required datasets will be posted closer to the date of the event.
We recommend bringing a fully charged laptop.
Let Roman Golovnya know if you keen to present at the future meetups. You can contact him via meetup messages or email [masked].