Project 101

Posted on Tue 14 May 2024 in projects • Tagged with ml


Blog: ChatGPT Prompt Engineering for Developers

Posted on Tue 07 May 2024 in blogs • Tagged with ml

Two Types of LLM

  1. Base LLM:

    • Predicts next word, based on text training data.
  2. Instruction Tuned LLM

    • Fine-tune on instructions.
    • RLHF: Reinforcement Learning with Human Feedback.

Guidelines

  • Principle 1: Write clear and specific instructions.

  • Tactic 1: Use Delimiters.

  • Tactic 2: Ask for structured outputs.
  • Tactic 3: Ask model to check …

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Blog: Connect Jupyter Notebook to AWS Glue Endpoint

Posted on Thu 12 November 2020 in blogs • Tagged with devops

If I am not wrong, then almost everyone in data engineering industry have heard of Apache Spark and if not (highly unlikely) then you are just one google search away for ample number resources. This post will revolve around Spark, AWS Glue, notebook and binding these tools for optimal results …


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Exploring ML Tools - Transcribe

Posted on Fri 29 May 2020 in blogs • Tagged with ml

Audio is part of our life which exists in many forms like, voice messages, podcasts, songs, lectures, recorded conversations etc. These files are really hard to process by computer and so it just stays in magnetic disk or expensive disk and never actually used proactively unless its needed. However, machines …


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Exploring ML Tools - AWS Translate

Posted on Thu 28 May 2020 in blogs • Tagged with ml

According to one of the surveys there are roughly 6500 languages spoken in whole world. However, I am sure that actual number is definitely more. So, it 99.9% impossible to learn all the languages in the world, but we as human are always keen to know the unknowns. So …


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Exploring ML Tools - Amazon Forecast

Posted on Thu 21 May 2020 in blogs • Tagged with ml

This post will focus on forecasting services offered by Amazon Web Service called as AWS Forecast. Companies have been performing forecast on business outcome since long time spanning from financial market forecast to retail product demand forecast. Earlier Statistical methods and Advanced Mathematics have been used to predict the future …


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Exploring ML Tools - Amazon Textract

Posted on Mon 18 May 2020 in blogs • Tagged with ml

Documents have been part of our lives since very long time, however, its not always so easy to find something in document. With the new advances in machine learning we can actually digitize our document and thus put it to good use.

Introduction

In this post, we will be exploring …


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Blog: AWS GluePyspark Locally

Posted on Sat 16 May 2020 in blogs • Tagged with devops

Download and install maven

  1. Download maven from https://aws-glue-etl-artifacts.s3.amazonaws.com/glue-common/apache-maven-3.6.0-bin.tar.gz
  2. untar the content to respective folder For example, mv apache-maven-3.6.0 {HOME}/Documents/opt/apache-maven
  3. Add mvn to your path

    bash echo 'export PATH=$PATH:/Users/bhavintandel/Documents/opt/apache-maven/bin' …


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