Training Error & Cross Validation Error
Training error: Measures fit on the training data. Cross-validation error: Measures generalization to unseen data. Bias-Variance Tradeoff: High bias…
Data is the oil of this century
Data is New Oil of This Century — Zulqarnain Jabbar (@Zulq_ai) December 24, 2024 Data is often referred to…
To love someone else is easy, but to love what you are, the thing that is yourself, is just as if you were embracing a glowing red-hot iron: it burns into you and that is very painful. Therefore, to love somebody else in the first place is always an escape which we all hope for, and we all enjoy it when we are capable of it. But in the long run, it comes back on us. You cannot stay away from yourself forever, you have to return, have to come to that experiment, to know whether you really can love. That is the question-whether you can love yourself, and that will be the test.
Only Jung can write like this pic.twitter.com/cTjd1Z5adI — Carl Jung | Psychology and Philosophy 🧠 (@QuoteJung) December 20, 2024
The only thing that matters is the Speed of Learning
The only thing that matters is the Speed of Learning — Zulqarnain Jabbar (@Zulq_ai) December 17, 2024 In today’s…
Go Where you Hearts Wants
In a world overflowing with distractions, expectations, and societal norms, finding and following your true calling can feel like…
Mathematics is the Language of Nature
Mathematics is the Language of Nature. pic.twitter.com/cAsH5cWxAK — Zulqarnain Jabbar (@Zulq_ai) December 13, 2024 Mathematics is often called the…
Elementary Algebra in Machine Learning
Why Elementary Algebra is Crucial in Machine Learning? Foundation of Mathematical ModelsData RepresentationOptimizationModel Interpretability#MachineLearning #ai #zulqai — Zulqarnain Jabbar…
Mathematics is the heart of Machine learning & Data Science
Mathematics is the Heart of Machine Learning & Artificial Intelligence pic.twitter.com/zqwzei9Pn3 — Zulqarnain Jabbar (@Zulq_ai) December 11, 2024 Why…
Applications Of Algebra In Machine Learning
Algebra plays a critical role in machine learning as it forms the foundation for many mathematical operations and concepts…
Types Of Number Theory In Mathematics
Just as Number Theory is the queen of Mathematics, Mathematics is also the queen of all Sciences. Number theory…
Importance Of Mathematics In Machine Learning & AI
If you're Math Lover than Machine Learning & AI is For YOU. Mathematics is the language in which God…
Data Normalization In Machine Learning
Here’s Why We Use Data Normalization in Machine Learning? Faster Convergence: Helps models like neural networks learn faster by…
Predicting the future isn’t magic, it’s artificial intelligence.” ~Dave Waters
Predicting the future isn’t magic, it’s artificial intelligence.” ~Dave Waters pic.twitter.com/3ErtYgSZZK — Zulqarnain Jabbar (@Zulq_ai) November 27, 2024
Supervised Machine Learning: Regression and Classification Certification Completed
I’m happy to share that I’ve obtained a new certification: Supervised Machine Learning: Regression and Classification from DeepLearning.AI, Stanford…
Play Music On Door Opening
Which Tools & Products We Need To Build This Interesting AI Project?#MachineLearning #AI #Zulqai pic.twitter.com/MjOpqNqRbj — Zulqarnain Jabbar (@Zulq_ai)…
Key Benefits of Normalizing Data Around Zero
Key Benefits of Normalizing Data Around Zero Learn Everyday! Key Benefits of Normalizing Data Around Zero Centers data around…
Weights (W) – Linear Regression
Weight: It is calculated as how much a particular feature has influence on the final outcome. In the case…
Machine Learning Algortihms (Visual Examples)
Top Machine Learning Algorithms! 🧠💡 Linear Regression: Predict continuous values. 📊Logistic Regression: Binary classification. ⚖️Decision Trees: Easy to visualize,…
Data Analysis Certification
Proud to share my latest accomplishment! Completed my certification in NumPy and pandas, building strong foundations for machine learning…
Curious Python Voice Assistant
My Curious Voice Assistant (My most loved program in Python) pic.twitter.com/k3IjmVl0zK — Zulqarnain Jabbar (@Zulq_ai) October 21, 2024
Calculus Uses In Machine Learning
Calculus Uses In Machine Learning ML Finds the best model settings.Helps neural networks learn.Shows how changes affect results.Works with…
Calculus (Differentiation) Uses In Machine Learning
Differentiation Uses In Machine Learning (ML) Models Learning Adjusments In The ModelChecking The PredictionOptomizing AlgorithmsCalculating the rate of change…
Why We Use Matplotlib?
Master Matplotlib to grow in ML & data science: 1. Static visualization Ideal for understanding patterns, trends, and distributions…
There is always one more bug to fix
No matter how much you clean the code, there’s always that one dust bunny hiding. 🧹🐇 And just when…
How Computer Memory Powers AI Machines: From DRAM to Artificial Intelligence
When we think about the modern marvels of artificial intelligence (AI), it’s easy to envision self-driving cars, voice assistants,…
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