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Tech Tale7 is here!
Step into the world of ML with โFirst Step into Machine Learning: Linear Regression.โ
From understanding the core concept to implementing your first model, everything you need to get started.๐ค
#GDGDDU #MachineLearning #LinearRegression #TechBlog #MLBasics


from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(
X, y, test_size=0.2, random_state=42
)
> Train on 80%.
Test on unseen 20%.
Always fix random_state for reproducibility.
#MachineLearning #DataScience #MLBasics
Bhai, AI models seekhte kaise hain? Simple funda hai: Gradient Descent! โฐ๏ธ
Imagine aap aankh band karke pahadi se neeche utar rahe ho, har step pe thoda slope dekhte hue.
Waise hi AI apni galtiyan dheere-dheere sudharta hai, best point tak. Itna hi scene hai. #MLBasics
Big dreams? Start small! Get your basics right with our easy-to-read eBooks on AI, ML, Data Science, and Big Data.
Swipe up and start your journey today! https://t.co/Plq5oXAzGJ
#AIcommunity #MLbasics #DataScienceLife #BigDataBasics #CheatSheets #KnowledgeIsPower

Decision Trees teach more than just machinesโthey teach humans how machines think.
They're often the first algorithm students learn because they build strong foundational intuition.
#AIEducation #MLBasics
Reinforcement learning starts with a strong foundation. Learn its formulation here: https://t.co/yP3FnHs4Ou #AI #MLBasics #DataScience

Mixture of Gaussians: A powerful clustering tool made simple. Watch now: https://t.co/mABjvPcufd #AI #MLBasics #DataScience

Every data scientist must know these machine learning algorithms!
Via @tut_ml
#MachineLearning #DataScience #MLAlgorithms #AI #DataScientist #MLBasics #FutureOfAI #DataDriven
cc: @sallyeaves @helene_wpli @FrRonconi

What is Max Margin Classification, and why does it matter? Unlock its significance in this concise video: https://t.co/RaeWwMJzTV #MLBasics #AI #DataScience

#Infographic: Here is a guide on the difference between #AI and #ML!
Via @Great_Learning
#ArtificialIntelligence #MachineLearning #AIBasics #MLBasics #DataScience #TechEducation
cc: @sallyeaves @bimedotcom @HaroldSinnott @c4trends

Step 2๏ธโฃ - Extract Inputs/Outputs
Separate input (X) & output (y):
Inputs: X = df.iloc[:,0:2] (e.g., CGPA, IQ)
Output: y = df.iloc[:,-1] (e.g., Placement result)
This step sets up the independent variables (features) and dependent variable (target).
#MLBasics #FeatureSelection
๐ Build a solid foundation in machine learning! Learn about model evaluation, feature engineering, and ML tools. This book is your key to unlocking the potential of AI. Get it here: https://t.co/rueYaEFCoY #MLBasics #AdvancedAI #TechLearning #writingcommunity

๐ Understanding Data in Machine Learning ๐ง
๐ฅ Watch now: https://t.co/4Fm1kSJRYm
#MachineLearning #DataScience #AI #DataPreparation #MLBasics #DataCleaning #DeepLearning #AIForBeginners #ML2024
๐ Build a solid foundation in machine learning! Learn about model evaluation, feature engineering, and ML tools. This book is your key to unlocking the potential of AI. Get it here: https://t.co/rueYaEF4zq #MLBasics #AdvancedAI #TechLearning #writingcommunity

๐ Build a solid foundation in machine learning! Learn about model evaluation, feature engineering, and ML tools. This book is your key to unlocking the potential of AI. Get it here: https://t.co/rueYaEF4zq #MLBasics #AdvancedAI #TechLearning #writingcommunity

๐ Build a solid foundation in machine learning! Learn about model evaluation, feature engineering, and ML tools. This book is your key to unlocking the potential of AI. Get it here: https://t.co/rueYaEF4zq #MLBasics #AdvancedAI #TechLearning #writingcommunity

๐ Build a solid foundation in machine learning! Learn about model evaluation, feature engineering, and ML tools. This book is your key to unlocking the potential of AI. Get it here: https://t.co/rueYaEF4zq #MLBasics #AdvancedAI #TechLearning #writingcommunity

๐ Build a solid foundation in machine learning! Learn about model evaluation, feature engineering, and ML tools. This book is your key to unlocking the potential of AI. Get it here: https://t.co/rueYaEF4zq #MLBasics #AdvancedAI #TechLearning #writingcommunity

๐ Build a solid foundation in machine learning! Learn about model evaluation, feature engineering, and ML tools. This book is your key to unlocking the potential of AI. Get it here: https://t.co/rueYaEF4zq #MLBasics #AdvancedAI #TechLearning #writingcommunity

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