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AI Consultant, Dr DILEK CELIK, PhD

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What is a Feature Scaling?

What is a Feature Scaling?

What is a Feature Scaling?

Dr Dilek Celik

Jul 18, 20255 min read

The Math Behind Data Science Interviews

The Math Behind Data Science Interviews

The Math Behind Data Science Interviews

Dr Dilek Celik

Jul 17, 20255 min read

🚀 Inference Speed of Machine Learning Models

🚀 Inference Speed of Machine Learning Models

🚀 Inference Speed of Machine Learning Models

Dr Dilek Celik

Jul 10, 20253 min read

Flowchart of the Data Science Process: Ask, Get, Explore, Model, and Communicate data, with questions and tasks in blue and black text. Data Science Workflows.

Flowchart of the Data Science Process: Ask, Get, Explore, Model, and Communicate data, with questions and tasks in blue and black text. Data Science Workflows.

What is the workflow or process of a data scientist? What tools do they use in data science workflows?

Dr Dilek Celik

Jun 25, 20251 min read

🔍 Step-by-Step Guide to Designing an A/B Test

🔍 Step-by-Step Guide to Designing an A/B Test

🔍 Step-by-Step Guide to Designing an A/B Test

Dr Dilek Celik

Jun 13, 20252 min read

Which Tools are Best for Visualizing Machine Learning Experiments?

Which Tools are Best for Visualizing Machine Learning Experiments?

Which Tools are Best for Visualizing Machine Learning Experiments?

Dr Dilek Celik

Nov 7, 20242 min read

Awesome Machine Learning Visualisations

Awesome Machine Learning Visualisations

Awesome Machine Learning Visualisations

Dr Dilek Celik

Nov 7, 20242 min read

Logistic Regression for Dummies

Logistic Regression for Dummies

Logistic Regression for Dummies

Dr Dilek Celik

Nov 5, 20242 min read

What is the difference between stateful and stateless training?

What is the difference between stateful and stateless training?

What is the difference between stateful and stateless training?

Dr Dilek Celik

Nov 5, 20241 min read

What is Overfitting?

What is Overfitting?

What is Overfitting?

Dr Dilek Celik

Nov 4, 20243 min read

What are some common approaches for dealing with missing data?

What are some common approaches for dealing with missing data?

What are some common approaches for dealing with missing data?

Dr Dilek Celik

Nov 4, 20243 min read

How do you approach a machine learning problem with a large number of features?

How do you approach a machine learning problem with a large number of features?

How do you approach a machine learning problem with a large number of features?

Dr Dilek Celik

Nov 4, 20242 min read

What are the different dimensionality reduction methods in machine learning?

What are the different dimensionality reduction methods in machine learning?

What are the different dimensionality reduction methods in machine learning?

Dr Dilek Celik

Nov 4, 20242 min read

FAQ of Machine Learning

FAQ of Machine Learning

FAQ of Machine Learning

Dr Dilek Celik

Nov 1, 20241 min read

Which machine learning algorithm does require data scaling/normalization?

Which machine learning algorithm does require data scaling/normalization?

Which machine learning algorithm does require data scaling/normalization?

Dr Dilek Celik

Nov 1, 20243 min read

Mastering Model Accuracy: Navigating Bias-Variance Tradeoffs Between Underfitting and Overfitting

Mastering Model Accuracy: Navigating Bias-Variance Tradeoffs Between Underfitting and Overfitting

Mastering Model Accuracy: Navigating Bias-Variance Tradeoffs Between Underfitting and Overfitting

Dr Dilek Celik

Nov 1, 20248 min read

🌟 NLP and Large Language Models ✨

🌟 NLP and Large Language Models ✨

🌟 NLP and Large Language Models ✨

Dr Dilek Celik

Nov 1, 20243 min read

How can I calculate the bias-variance trade-off for my algorithm on my dataset?

How can I calculate the bias-variance trade-off for my algorithm on my dataset?

How can I calculate the bias-variance trade-off for my algorithm on my dataset?

Dr Dilek Celik

Nov 1, 20247 min read

What is a Correlation in Supervised, Unsupervised, and Reinforcement Learning

What is a Correlation in Supervised, Unsupervised, and Reinforcement Learning

What is a Correlation in Supervised, Unsupervised, and Reinforcement Learning

Dr Dilek Celik

Nov 1, 20244 min read

🤖💬 What is Natural Language Processing (NLP)?

🤖💬 What is Natural Language Processing (NLP)?

🤖💬 What is Natural Language Processing (NLP)?

Dr Dilek Celik

Nov 1, 20247 min read

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