Sijan Mahmud @SijanMahmudAI
𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 | 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 | 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 Joined February 2021-
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The original videos of world most popular memes and how they look now. A thread 🧶
same
Actually, I'm already doing it, and it's really helping me learn faster.
🚀 Polynomial Regression: Extending linear regression to model non-linear relationships! Here's the formula ⬇
🔥 Multiple Linear Regression: Formula: 𝐲 = 𝐦₁𝐱₁ + 𝐦₂𝐱₂ + 𝐦₃𝐱₃ + ... + 𝐜 Where: - 𝐦₁, 𝐦₂, 𝐦₃: Weights (slopes for each feature) - 𝐱₁, 𝐱₂, 𝐱₃: Input variables (features) -𝐜: Constant (intercept) Predicting y using multiple factors! 📈 #MachineLearning
Simple Linear Regression formula:📊 y = mx + c Where: 🔹 y = Predicted value 🔹 m = Slope (rate of change) 🔹 x = Input variable 🔹 c = y-intercept (starting point) Prediction made easy! #MachineLearning #DataScience #Regression
Important Steps for Data cleaning ⬇ - Handling Missing Data - Outlier Detection and Handling - Data Scaling and Transformation - Encoding Categorical Variables - Handling Duplicates - Dealing with Inconsistent Data

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