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TensorFlow Explained in Simple Language
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TensorFlow Explained in Simple Language

DEV Community·Dolly Sharma·6 months ago
#jq4X21ym
#tensorflow#final#pytorch#keras#scikitlearn
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🔹 What is TensorFlow?

TensorFlow is an open-source machine learning framework developed by Google Brain.

It is used to build, train, and deploy machine learning and deep learning models .

👉 Simple samajh lo:

TensorFlow = machine ko data se sikhane ka tool 🤖

🌟 Where is TensorFlow used?

Face recognition

Chatbots

Recommendation systems (YouTube / Netflix)

🔹 TensorFlow kya karta hai?

Data leta hai 📊

Patterns seekhta hai 🤖

Prediction karta hai

👉 Example:

Agar tum usko cat aur dog ki images dikhao

→ wo khud decide karega kaunsa cat hai aur kaunsa dog 🐱🐶

🔹 Key Features of TensorFlow

1️⃣ Flexibility

Works on:

CPUs, GPUs, TPUs

Mobile devices

Distributed systems

👉 Simple: kahi bhi run ho sakta hai

2️⃣ Scalability

Small project → large production

Supports distributed training

👉 Simple: chhote se bada system bana sakte ho

3️⃣ High-Level APIs (Keras)

Easy model building

Less code

Beginner-friendly

👉 Simple: shortcut method for beginners

4️⃣ Low-Level APIs

Full control…

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