Samaksh @SamakshDev

Documenting technical learnings | Code + explanations Building in the digital realm ⚙️ | Debugging life 🐛 |Prev.Intern @clcoding|Prev.Intern @thita_ai India Joined June 2024

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Samaksh @SamakshDev

6 hours ago

Explored the dataset using info(), isnull(), duplicated() and describe(). • 301 rows, 9 columns • No missing values • Found and removed 2 duplicate rows • Final dataset: 299 rows

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Next, model.predict(X_test) used the car features in my test set to predict 60 selling prices based on what the model learned during training. Compared actual vs predicted prices and calculated MAE, MSE, RMSE and R² to evaluate its performance.

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Samaksh @SamakshDev

6 hours ago

Learned a lot today! ML: MAE, MSE, RMSE, R², under/overprediction, and how R² compares model error with baseline error. Also learned that my 2.4 GHz wireless mouse uses electromagnetic waves oscillating 2.4 billion times per second.

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Samaksh @SamakshDev

8 hours ago

@heyyitsMeenal Where do you find a person like this?

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Proof @proofzme

a day ago

Sometimes the hiring process becomes the problem. 4 managers. 7 rounds. 1 role. 0 clarity. 😂

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Proof @proofzme

a day ago

A messy mind doesn’t always need more ideas. Write down what you know. Separate facts from assumptions. Find what’s actually unclear. Sometimes, putting your thoughts into words is how you find the answer. Clarity isn’t always found. Sometimes, it’s written. #proof #CLARITY

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Samaksh @SamakshDev

a day ago

@sunnykgupta @striver_79 I don't understand this if you dislike something, why not build something better? Constructive criticism and feedback should always have a space. I'm not saying remove it, just that unnecessary hate is bad.

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Samaksh @SamakshDev

2 days ago

@_vanshikajain Whatever you’re passionate about and can talk about for hours. It can be anything movies, music, literature, history, or anything else you love.

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Samaksh @SamakshDev

2 days ago

@AyushiChadha24 It's not in india but you can access anything you want as you live in Earth right ?

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Proof @proofzme

2 days ago

Your first version shows what you tried. Your next version shows what you learned. The difference is your Proof.

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Samaksh @SamakshDev

2 days ago

@withlovepiuli @Meta @Metaai @Muse @alexandr_wang @finkd I am really curious about can you give me more context about it what does it do ? How does it work and why are people soo excited about it ?

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Samaksh @SamakshDev

2 days ago

@withlovepiuli This is the article you can refer to (in short A cheaper AI tool that helps software agents work better, faster, and more reliably.) langchain.com/blog/building-…

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Samaksh @SamakshDev

2 days ago

@ishaaaa05 Being at home, in your safe place, is amazing. Not every weekend needs to be spent traveling. Sometimes, we just need to relax, recharge, and enjoy our own space.

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Samaksh @SamakshDev

2 days ago

@Vikesh_ai @X Be a reply guy initially and appreciate other people’s work. Be authentic, stay curious about what they’re doing, and ask them questions. First, listen, engage, and learn from others.