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I would recommend these machine learning books

3 minute read

Published:

  1. Machine Learning Yearning by Andrew Ng. Artificial Intelligence is transforming numerous industries. Machine Learing Yaerning, a free ebook from Andrew Ng, teaches you how to structure Machine Learning projects. This book is focused not on teaching you ML algorithms, but on how to make ML algorithms work. After reading Machine Learning Yearning, you will be able to:
    • Prioritize the most promising directions for an AI project
    • Diagnose errors in a machine learning system
    • Build ML in complex settings, such as mismatched training/ test sets
    • Set up an ML project to compare to and/or surpass human- level performance
    • Know when and how to apply end-to-end learning, transfer learning, and multi-task learning.

portfolio

publications

talks

Highlights of Algorithms 2017

Published:

The 2nd Highlights of Algorithms (HALG 2017) conference is designed to be a forum for presenting the highlights of recent developments in algorithms and for discussing potential further advances in this area. The conference will provide a broad picture of the latest research in algorithms through a series of invited talks, as well as possibility for all researchers and students to present their recent results through a series of short talks and poster presentations. Attending the Highlights of Algorithms conference will also be an opportunity for networking and meeting leading researchers in algorithms.

PyCon: TensorFlow vs Theano

Published:

The PyCon 2018 conference, which will take place in Bishkek, is the largest annual gathering for the community using and developing the open-source Python programming language. It is produced and underwritten by the Python Software Foundation, the 501(c)(3) nonprofit organization dedicated to advancing and promoting Python.

GoViral: LevelUp your LinkedIn

Published:

Go Viral Festival & Network: Go Viral is a regional initiative inspired by the SXSW Festival in Austin, Texas, that creates, facilitates, and sustains connections amongst regional influencers, innovators, and creative people to share ideas, help achieve their goals, and solve problems important to them and their communities. Go Viral is both a Festival and an ongoing series of events that includes keynote talks, workshops, panel discussions, films, music, and other activities in Media, Business, Culture and Technology from leading trendsetters from the United States, Central Asia, and Eastern Europe.

Microsoft Ignite 2020

Published:

Microsoft Ignite is an annual conference for developers and IT professionals hosted by Microsoft. It has taken place in several locations around the world.

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.