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⚡ AI Lessons
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
6h ago
Testing PySpark Code with pytest and Databricks Connect
Hi there, in this post i will explain the very basics of testing code for the data engineering domain using databricks, just a quick… Continue reading on Medium
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
6h ago
The Python Tool I Built to Eliminate Hours of Manual Data Work
How I combined Python libraries, automation, APIs, Excel, and AI into a practical workflow I could turn into a sellable service Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
2d ago
How to Choose the Right Data Structure in Python: Lists, Tuples, Sets, or Dicts?
When you sit down to write a Python program, one of the first decisions you make, often without realizing it, is how to store your data… Continue reading on Med
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
2d ago
Gradient Descent Variants in Machine Learning: Batch, Stochastic and Mini-Batch Gradient Descent
In my previous article, I explored Gradient Descent, the optimization algorithm that allows a machine learning model to gradually adjust… Continue reading on Me
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
4d ago
Kredi Kartı Müşterilerini K-Means ile Segmentlere Ayırmak: Boyut Laneti, PCA ve Gerçek Dünya…
Giriş Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
4d ago
Kalbin Verilerle Konuşması: Makine Öğrenmesi ile Kalp Hastalığı Riskini Tahmin Etmek
270 hasta, 13 klinik ölçüm ve tek bir soru — “Bu hastada kalp hastalığı var mı?” Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
4d ago
Makine Öğrenmesi ile İkinci El Araç Fiyat Tahmin Modeli
Veri temizleme, özellik mühendisliği ve Random Forest algoritması kullanarak %89 doğruluk oranına sahip bir yapay zeka değerleme sistemi. Continue reading on Me
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
4d ago
Predicting Airline Passenger Satisfaction: A Machine Learning Approach
Understanding the key factors that shape passenger experience through data Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
4d ago
Journal Figure Reproduction | Python Plotting: XGBoost + SHAP Feature Importance Ranking &…
XGBoost + SHAP Feature Importance Ranking & Dependence Plot Combination Continue reading on Top Python Libraries »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
Monty Hall Problem: Explanation, Probability Tree and Python Simulation
The Monty Hall Problem is a famous probability puzzle; seemingly straightforward, but its actual solution, which is not so straightforward… Continue reading on
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
Support Vector Machines: How a Computer Finds the Safest Line Between Two Groups
A boundary drawn too close to either side is a boundary waiting to fail. Picture sorting emails into spam and not-spam with a single… Continue reading on Medium
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
Python ile Tümör Sınıflandırması: Veri Analizinden Makine Öğrenmesine
Makine öğrenmesi projelerinde başarılı bir model oluşturmak yalnızca bir algoritma seçmekten ibaret değildir. Veri setini anlamak… Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
Bir Müşterinin Yıllık Harcama Tutarının Regresyon Yöntemleriyle Tahmin Edilmesi
E-ticaret işletmelerinde en çok merak edilen sorulardan biri, bir müşterinin gelecek dönemde ne kadar harcama yapacağının önceden… Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
Telco Customer Churn Prediction: Building a Complete Machine Learning Workflow
Customer churn is one of the most important problems for subscription-based businesses. Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
Predicting La Quiniela with Python: An End-to-End Football Analytics Project
From historical Spanish football data to Poisson models, backtesting, ticket optimisation, and real prospective predictions Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
K-Means ile Türkiye Bankacılık Müşteri Analizi
Türkiye Yapay Zeka Akademisi • Huawei Student Developers Veri Bilimi ve Makine Öğrenmesi Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
K-Means ile Müşteri Segmentasyonu: Alışveriş Davranışlarının Makine Öğrenmesi ile Analizi
Giriş Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
5d ago
Product Sales Forecasting Using Machine Learning, Tableau and FastAPI
From exploratory data analysis to model selection, business insights, visualization and API deployment Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
6d ago
How I Solved LeetCode 54: Spiral Matrix
LeetCode 54 asks us to return all elements of a matrix in spiral order. Continue reading on Medium »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
6d ago
Makine Öğrenmesi ile Telefon Fiyat Sınıfı Tahmini: Random Forest Uygulaması
Huawei Student Developers kapsamında katıldığım Yapay Zeka için Python, Veri Bilimi ve Makine Öğrenmesi eğitimlerinde Python ile veri… Continue reading on Mediu
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
6d ago
Telekomünikasyon Müşteri Kaybının Makine Öğrenmesi ile Tahmin Edilmesi
Bu çalışmada Telco Customer Churn veri seti kullanılarak müşterilerin şirketten ayrılma ihtimali Lojistik Regresyon ve Random Forest… Continue reading on Medium
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
6d ago
Master Object-Oriented Programming in Python: Classes, Objects and Real-World Examples
Python Mastery Journey — Class 4 Continue reading on Stackademic »
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
6d ago
Inside the Black Box: Building a Neural Network from Scratch with NumPy
Breaking the black box of deep learning by building a complete Neural Network from scratch to classify cats and dogs using only NumPy. Continue reading on Mediu
Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
6d ago
Masked Autoencoding — Learning by Filling In the Blanks
Algorithms in Python — Self-Supervised Learning, Part 2 Continue reading on Medium »
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