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How to Use Google Gemini with Python: A Data Analysis Guide

The release of Gemini 3.0 and 1.5 Pro didn't just bring better chat capabilities; it introduced a powerful SDK for developers. With a massive context window (up to 2 million tokens), you can now feed entire documents, codebases, or datasets into a Python script and get instant analysis. In this tutorial, we will build a simple AI Data Analyst that can read CSV data and find profitable trends without you needing to write complex Pandas filters. Step 1: Installation & Setup First, you need to install the official Google Generative AI library. Open your terminal or command prompt and run: pip install -q -U google-generativeai Note: You will need an API Key. You can get one for free at Google AI Studio . Step ...
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Google's Sweet Revenge: How Gemini Rose from the Ashes of a $100 Billion Failure to Conquer the AI World

How Google Rose from the Ashes of a $100 Billion Failure to Conquer the AI World The Experiment (Bard) → The Future (Gemini 3.0) 1.1 The Awakening: A Titan Caught Sleeping In late 2022, the tectonic plates of the technology world shifted violently. OpenAI released ChatGPT , and for the first time, generative AI became a household topic. For Google, a company that had pioneered the very architecture (Transformers) that made ChatGPT possible, this was more than just competition—it was an existe...

Introduction to Python Programming

Arrays, Lists, and LinkedLists in Java 1.1 What is Python? Python is a high-level, interpreted programming language that emphasizes code readability and simplicity. Developed in the late 1980s by Guido van Rossum, Python was designed to be easy to understand and fun to use, making it an ideal language for beginners and experienced developers alike. Python's syntax allows developers to express concepts in fewer lines of code compared to other languages like C++ or Java. Its design philosophy encourages writing clean, readable, and maintainable code. Here is a simple Python code example that prints "Hello, World!": print("Hello, World!") 1.2 Advantages of Python over Other Languages Python offers several advantages that make it stand out from other programming languages: Ea...

Arrays, Lists, and LinkedLists in Java

Arrays, Lists, and LinkedLists in Java Understanding the differences between arrays, lists, and linked lists is fundamental in Java programming. Each data structure has its unique characteristics and use cases. This guide will delve into how these structures work, their advantages and disadvantages, and provide examples of how to use them in Java. 1. Arrays in Java An array is a fixed-size data structure that stores elements of the same type in contiguous memory locations. Arrays are one of the simplest and most commonly used data structures in Java. 1.1 Declaring and Initializing Arrays You can declare and initialize an array as follows: public class ArrayExample { public static void main(String[] args) { // Declaration and initialization int[] numbers = new int[5]; // Array of integers with size 5 numbers[0] = 10; numbers[1] = 20...

How to Read and Write JSON Files in Java

How to Read and Write JSON Files in Java Java provides several libraries to work with JSON data. This guide will explore how to read and write JSON files using popular libraries like Jackson and Gson. JSON (JavaScript Object Notation) is a lightweight data interchange format that's easy for humans to read and write and easy for machines to parse and generate. 1. Libraries for JSON in Java Two of the most commonly used libraries for handling JSON in Java are: Jackson: A popular JSON library for Java that provides comprehensive support for reading and writing JSON. Gson: A library developed by Google, known for its ease of use and the ability to convert Java Objects into their JSON representation and vice versa. 2. Adding Dependencies To use these libraries, you need to include them in your project. If you're using ...

Creating and Reading Text Files in Java

Creating and Reading Text Files in Java Handling text files is a common task in Java programming. This guide will cover how to create, write to, and read from text files using Java. We will use Java's built-in classes and methods to achieve this. You'll also learn about file management techniques to handle files efficiently. 1. Creating and Writing to Text Files Java provides several ways to create and write to text files. We will use the `FileWriter` and `BufferedWriter` classes for this purpose. The `FileWriter` class is used for writing character data to a file, while `BufferedWriter` provides buffering to improve performance. 1.1 FileWriter Class The `FileWriter` class is a basic way to write text to a file. It writes characters to a file using the default character encoding. import java.io.FileWriter; import java.io.IOException; public clas...

Guide to Creating and Executing C Executables with Shared Libraries and Java Integration

Guide to Creating and Executing C Executables with Shared Libraries and Java Integration 1. Compiling a C Program to an Executable Step 1: Write a C Program #include <stdio.h> int main() { printf("Hello, World!\\n"); return 0; } Step 2: Compile the C Program gcc -o example example.c 2. Executing the C Program in the Console Step 3: Run the Executable ./example 3. Including Shared .so Libraries Step 4: Create a Shared Library #include <stdio.h> void my_function() { printf("Shared Library Function Called!\\n"); } gcc -shared -o libmylib.so -fPIC mylib.c Step 5: Update the C Program to Use the Shared Library #include <stdio.h> void my_function(); int main() { my_function(); printf("Hello, World!\\n...