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How to Automate Writing Books with LangChain
Watch now (74 mins) | Introduction to LangChain
Sep 28
•
Damien Benveniste
5
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How to Automate Writing Books with LangChain
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How to Build an AutoML System
Machine Learning System Design
Sep 25
•
Damien Benveniste
20
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How to Build an AutoML System
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Are you Interested in Participating to Recorded Mentoring Events?
In the following weeks/months, I will organize multiple mentoring events with a few people (~5) who have questions about Machine Learning and their…
Sep 24
•
Damien Benveniste
13
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Are you Interested in Participating to Recorded Mentoring Events?
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3
How to Build a Smart Voice Assistant in 20 mins
Watch now (25 mins) | Introduction to LangChain
Sep 21
•
Damien Benveniste
11
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How to Build a Smart Voice Assistant in 20 mins
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1
Augmenting LLMs: Fine-Tuning or RAG?
Fine-Tuning VS RAG The cost of fine-tuning The problems with RAG Fine-Tuning VS RAG The unnecessary debate Let’s say you have a business use case for…
Sep 18
•
Damien Benveniste
26
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Augmenting LLMs: Fine-Tuning or RAG?
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3
What Video Content Would You Like to See?
Since the beginning of the last month, I have started to produce video content about LangChain. Video content is easier to engage with on a complex…
Sep 16
•
Damien Benveniste
13
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What Video Content Would You Like to See?
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2
Introduction to LangChain: Augmenting LLMs with Tools
Watch now (29 mins) | One of the most powerful applications of LangChain is the simplicity with which we can augment LLMs with tools. A tool is usually…
Sep 14
•
Damien Benveniste
12
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Introduction to LangChain: Augmenting LLMs with Tools
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Formulating and Implementing the t-SNE Algorithm From Scratch
Today, you will learn every detail about t-SNE! I am excited to introduce you to Avi Chawla! He is an exceptional Data Scientist and Data Science…
Sep 11
•
Damien Benveniste
14
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Formulating and Implementing the t-SNE Algorithm From Scratch
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1
Introduction to LangChain: Retrieval Augmented Generation
Watch now (30 mins) | Today, we dive into Retrieval Augmented Generation. This is a way to augment LLMs with additional data coming from a database. The…
Sep 7
•
Damien Benveniste
15
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Introduction to LangChain: Retrieval Augmented Generation
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2
How to Build an Image Retrieval System like Google Images
Machine Learning System Design
Sep 4
•
Damien Benveniste
15
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How to Build an Image Retrieval System like Google Images
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August 2023
Introduction to LangChain: Vector Database Basics
Watch now (16 mins) | We have seen recently a surge in vector databases in this era of generative AI. The idea behind vector databases is to index the…
Aug 31
•
Damien Benveniste
14
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Introduction to LangChain: Vector Database Basics
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AutoML Taken to the Next Level!
“Finding” the right model for a specific learning task consists of searching for the right model type, optimizing for the right hyperparameters, and…
Aug 28
•
Damien Benveniste
15
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AutoML Taken to the Next Level!
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