Google I/o 2025 Countdown.

Link: https://io.google/2025/

CodeRabbit releases its AI agent in major coding tools.

You can now use VS code, Cursor or Windsurf for coding, and let CodeRabbit’s AI agent help you debug and find security vulnerabilities.

Free AI code reviews directly in the IDE.

Check it: https://www.coderabbit.ai/ide

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Microsoft just open sourced Copilot and Windows Subsystem for Linux under the MIT license.

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Opportunities are earned, not owed.
When you're given one, treat it with respect and professionalism.

Too often, people take them for granted — forgetting the effort, trust, and hard work a company puts in to stay afloat and create space for growth.

Show up. Be intentional. Deliver.
Because how you handle an opportunity says more about you than your resume ever will.

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AI Tools

Remote Junior Smart Contract Engineer Job at Across Protocol

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Project Ideas for Financial Analytics Portfolio in 2025

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Mathematics Concepts Required for Data Science

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ChatGPT Downloads & Weekly Active Users

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Master Java programming in 15 days with Free Resources 😄👇

Days 1-3: Getting Started
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3. Day 3: Dive into Java's Object-Oriented Programming (OOP) concepts, including classes and objects.

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4. Day 4: Study control flow structures like if statements, loops (for, while), and switch statements.
5. Day 5: Learn about data structures such as arrays and ArrayLists for handling collections of data.
6. Day 6: Explore more advanced data structures like HashMaps and Sets.

Days 7-9: Methods and Functions
7. Day 7: Understand methods and functions in Java, including method parameters and return values.
8. Day 8: Learn about method overloading and overriding, as well as access modifiers.
9. Day 9: Practice creating and using methods in your Java programs.

Days 10-12: Exception Handling and File I/O
10. Day 10: Study exception handling to deal with runtime errors.
11. Day 11: Explore file input/output to read and write data to files.
12. Day 12: Combine exception handling and file I/O in practical applications.

Days 13-15: Advanced Topics and Projects
13. Day 13: Learn about Java's built-in libraries, such as the Collections framework and the java.util package.
14. Day 14: Explore graphical user interfaces (GUI) using Java Swing or JavaFX.
15. Day 15: Work on a Java project to apply what you've learned. Build a simple application or program of your choice.

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Introduction to Programming in Java (https://ocw.mit.edu/courses/6-092-introduction-to-programming-in-java-january-iap-2010/)

Java Tutorial for complete beginners (https://www.udemy.com/course/java-tutorial/)

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Remote Senior Backend (Java & PHP) Engineer Job at Chess. com

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HOW TO AVOID YOUR ADULT PROBELMS??

* Wake up early.
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Struggling with Machine Learning algorithms? 🤖

Then you better stay with me! 🤓

We are going back to the basics to simplify ML algorithms.
... today's turn is Logistic Regression! 👇🏻

1️⃣ 𝗟𝗢𝗚𝗜𝗦𝗧𝗜𝗖 𝗥𝗘𝗚𝗥𝗘𝗦𝗦𝗜𝗢𝗡
It is a binary classification model used to classify our input data into two main categories.

It can be extended to multiple classifications... but today we'll focus on a binary one.

Also known as Simple Logistic Regression.

2️⃣ 𝗛𝗢𝗪 𝗧𝗢 𝗖𝗢𝗠𝗣𝗨𝗧𝗘 𝗜𝗧?
The Sigmoid Function is our mathematical wand, turning numbers into neat probabilities between 0 and 1.

It's what makes Logistic Regression tick, giving us a clear 'probabilistic' picture.

3️⃣ 𝗛𝗢𝗪 𝗧𝗢 𝗗𝗘𝗙𝗜𝗡𝗘 𝗧𝗛𝗘 𝗕𝗘𝗦𝗧 𝗙𝗜𝗧?
For every parametric ML algorithm, we need a LOSS FUNCTION.

It is our map to find our optimal solution or global minimum.

(hoping there is one! 😉)

✚ 𝗕𝗢𝗡𝗨𝗦 - FROM LINEAR TO LOGISTIC REGRESSION
To obtain the sigmoid function, we can derive it from the Linear Regression equation.

Handling Imbalanced Data in ML: https://t.me/mlresourcestp/86

ENJOY LEARNING👍👍

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Create a Calendar in Python