AI

• Support Conversational History in RAG Pipelines with Llama 3

• Build a Regulation Assistant Powered by Llama 2 and Streamlit with Google Colab GPUs

• Built a Chatbot with Streamlit and Llama 2 with Google Colab GPUs from Scratch

• Question Answering on Multiple Files with Llama 2 and RAG

• How to Prompt Correctly with Llama 2?

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Analytics

• SnowFlake Database Permission Overview

• Overview of SnowFlake Database Architecture

• Introduction to Google Analytics

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Apple

• Installing TensorFlow on Apple Silicon Macs

• Half-year Experience of M1 Mac mini - The New Future of Mac

• One Year Experience with Apple Watch S5 - No Regrets!

• Introduction to the 2020 12.9-inch iPad Pro - A Promising Future

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Banking

• Deep Dive into Credit Card Application Process

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GenAI

• Support Conversational History in RAG Pipelines with Llama 3

• Build a Regulation Assistant Powered by Llama 2 and Streamlit with Google Colab GPUs

• Built a Chatbot with Streamlit and Llama 2 with Google Colab GPUs from Scratch

• Question Answering on Multiple Files with Llama 2 and RAG

• How to Prompt Correctly with Llama 2?

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Git

• Automatically Build and Push Docker Image with GitHub Action

• GitHub Action Overview

• Creating a Great Online Resume using GitHub

• A List of Common Git Commands

• How to Use GitHub without Writing a Single Line of Code

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Hardware

• Half-year Experience of M1 Mac mini - The New Future of Mac

• One Year Experience with Apple Watch S5 - No Regrets!

• Introduction to the 2020 12.9-inch iPad Pro - A Promising Future

• A Different Way of Working from Home - Logitech MX Keys + M720 Review

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Knowledge Graph

• Neo4J Graph Database Anti-Fraud Analysis in Practice (IV) - Risk Scoring

• Neo4J Graph Database Anti-Fraud Analysis in Practice (III) - Identifying Criminal Groups

• Neo4J Graph Database Anti-Fraud Analysis in Practice (II) - Prepare Data

• Neo4J Graph Database Anti-Fraud Analysis in Practice (I) - Set Up Analysis Environment

• Introduction to Graph Databases

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Life

• Highlights of the Trip to the East Coast of the United States

• Fall Colors Adventure around Chicago

• The Takeaways from the California Trip

• The Takeaways from the 6-day Seattle Trip

• 4-Day Travel Plan in California

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Pro

• Unveiling the Deal: What Happens When Companies Merge

• Say Hello to 2024

• Deep Dive into Credit Card Application Process

• Microsoft To Do - Plan Your Everyday

• Host a Ghost Blog on AWS in 2023 (IV) - Create a Functional Table of Contents

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Python

• Named Entity Recognition and Knowledge Graph for Natural Language Understanding

• Python configparser Tutorials

• Python Recursion Overview

• Build a Decision Tree by Hand with TensorFlow Decision Forest

• Summary of Data Science and Artificial Intelligence Resources (Continuously Updated)

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Tech

• Support Conversational History in RAG Pipelines with Llama 3

• Build a Regulation Assistant Powered by Llama 2 and Streamlit with Google Colab GPUs

• Built a Chatbot with Streamlit and Llama 2 with Google Colab GPUs from Scratch

• Question Answering on Multiple Files with Llama 2 and RAG

• Job Aid of Running Streamlit App on Google Colab

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TensorFlow

• Build a Decision Tree by Hand with TensorFlow Decision Forest

• AMEX - Default Prediction Kaggle Competition Summary

• Image Classification with TensorFlow

• Introduction to Convolutional Neural Network Explainer

• Univariate Time Series Prediction with TensorFlow

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