Published Dec 10, 2019

Serverless NLP Model Training

Explore the transition from academia to data science with Alex Reeves, as he delves into the cutting-edge use of Bert for NLP, and the benefits of serverless computing with AWS Batch and TerraForm for scalable machine learning solutions.

Episode Highlights

Topics covered

Career Transitioning
01
NLP with Bert
02
Serverless Implementation
03

Episode Highlights

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Dexa/Kyle Polich

Serverless NLP Model Training

Topics covered

Popular Clips

Pre-Bert Text Classification

Tool Chain Insights

TerraForm: Infrastructure as Code

Building Machine Learning Models

Using Bert for NLP

Serverless Computing

Implementing Machine Learning

Serverless Machine Learning

Serverless Machine Learning

Unleashing Curiosity

Building a Message Board Bot

Episode Highlights

Career Transitioning

NLP with Bert

Serverless Implementation

Related Episodes

Transfer Learning

BERT

The Limits of NLP

Transfer Learning

Deploying LLMs

SpanBERT

ML Ops Best Practices

ML Ops

NLP for Developers

BERT is Magic

Dev Ops for Data Science

Applied Data Science in Industry

I LLM and You Can Too

ELMo

Interpretable One Shot Learning

Serverless NLP Model Training

Topics covered

Popular Clips

Episode Highlights

Career TransitioningAlex Reeves discusses the transition from academia to data science, focusing on skill translation and the importance of building a strong portfolio. He shares insights on leveraging academic experiences to succeed in the data science industry.

Career Transitioning

NLP with BertAlex Reeves explores the advantages of using Bert over traditional NLP methods, emphasizing its context-aware embeddings and efficiency. He also provides practical guidance on implementing Bert in NLP projects, highlighting tools like "Bert as a Service" and Docker for reproducibility.

NLP with Bert

Serverless Implementation

Related Episodes