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OUR SPEAKERS
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For the past decade Hila has been processing, analyzing and generating NLP algorithms. After earning her masters (summa cum laude) at BIU NLP and publishing at elite academic venues such as EMNLP, she began to research & develop algorithms that analyze call center calls as a senior researcher at NICE. During that time she published 4 US patents and academic posters at various venues. For the past year she has been working as an NLP data scientist at Outbrain where she works on large-scale super-fast algorithms for the native ads field. Hila also loves to teach and share her experience and has talked at various meetups and conferences.
Hila Weisman-Zohar
NLP Data Scientist
English, Hebrew
Languages:
Location:
Hasharon , Israel
Can also give an online talk/webinar
Paid only. Contact speaker for pricing!
MY TALKS
NLP : Past, Present & Future
Data / AI / ML
Not everyone knows this but Natural Language Processing (NLP) is a field that has been around since the 1950's. In this talk I will give an overview of the development of the field from its linguistic roots all the way to the BERT monsters of today. We will go over some of the challenges of processing texts as opposed of images, learn what's the difference between Lemmatization and Stemming and see why CNN networks will just not work for German..
Navigating the Sea of Information with Recommender Systems
Data / AI / ML
Recommender systems are ubiquitous in our daily lives, from Netflix movie suggestions to product recommendations on Amazon. These systems use algorithms to analyze user data and make personalized recommendations based on past behavior. In this introductory talk, we will explore the basics of recommender systems, including collaborative filtering, content-based filtering, and hybrid approaches. We will also discuss the challenges and ethical considerations involved in developing and deploying these systems. By the end of the talk, attendees will have a basic understanding of how recommender systems work and the potential benefits and drawbacks of relying on them to make decisions. Whether you are a student, researcher, or industry professional, this talk will provide a useful introduction to this important field.
Introduction to Deep Learning
Data / AI / ML
Deep learning has revolutionized the field of artificial intelligence, enabling breakthroughs in image recognition, natural language processing, and many other applications. In this workshop, you will learn the fundamentals of deep learning using TensorFlow, one of the most popular deep learning frameworks. The workshop will be hands-on, with participants working through a series of Jupyter notebooks that introduce the basic concepts of deep learning and how to implement them using TensorFlow.
NLP : Past, Present & Future
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Navigating the Sea of Information with Recommender Systems
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Introduction to Deep Learning
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