Gemini CLI is basically a terminal tool for chatting directly with the Gemini AI without needing to build a full app first. You just enter a prompt, and Gemini responds in real time. Free and open source, Gemini CLI brings Gemini directly into developers’ terminals — with unmatched access for individuals.

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Imagine having one center for everything related to data, analytics, and AI. That is basically what SageMaker Unified Studio is. It lets us access data from anywhere like data lakes, warehouses, even third-party sources and then lets us build, collaborate, train models, run SQL analytics, all in one single interface.

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The Retrieval Augmented Generation (RAG) technique is gaining significant attention. RAG combines the retrieval of information from external sources with the capabilities of a Large Language Model (LLM) to create new, relevant, and informative sentences. This technique is typically applied in systems utilizing LLM models and Vector Databases.

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In this digital era, data has become a valuable asset for organizations. Effectively processing and analyzing data is key to unlocking valuable insights and driving smart decision-making. AWS Glue emerges as a comprehensive solution to help you manage and analyze your data easily and efficiently.

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I have news for you all !!! Finally I got my first contract in Upwork because AWS Textract. so in this section I will share about it and we will create a simple OCR application using AWS Textract.

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A data practitioner really needs to master various skills to complete the data analysis process effectively and efficiently. For this, various tools are needed with their respective functions. One of the tools most frequently used by data practitioners is Pandas, which is used in the Python programming language.

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