Bir ülke seçince bölgenizde mevcut kurslar gösterilir.
⏱ 2 sa 42 dk📚 27 kurs
Neural Network Fundamentals in Python
Understand the core mathematics, optimization algorithms, and Python implementations behind neural networks and modern deep learning models.
💬Yapay zekâ eğitmeni Herhangi bir ders hakkında soru sor, istediğin an anında net bir yanıt al.
🕐İstediğin zaman başla Program ya da son tarih yok — kendi hızında, istediğin zaman öğren.
🌐Türkçe Dersler, görevler ve sertifika — hepsi tamamen kendi dilinde.
Bu kurs hakkında
Understanding how artificial intelligence operates requires looking beneath high-level frameworks to grasp the core mathematical and algorithmic mechanics. This text-based course takes you through the foundational concepts of deep learning, breaking down complex principles into clear written explanations and practical Python code.
You will begin with essential terminology, basic definitions, and the core mathematics of linear algebra and calculus necessary for artificial intelligence. From there, you will learn how models adjust parameters and minimize error through step-by-step walkthroughs of optimization techniques.
What you'll learn:
- Understand essential deep learning terminology, network layers, and activation functions
- Apply linear algebra and calculus concepts to matrix manipulations and gradient calculations
- Implement gradient descent optimization algorithms from scratch using standard Python
- Build and train foundational prediction models through written code walkthroughs
- Understand the mechanics connecting multi-layer networks to modern transformer architectures
- Practice evaluating model performance and tuning hyperparameters through structured text exercises
The material progresses from fundamental theoretical definitions to practical code implementations and architectural principles. This course is designed for beginners, developers, and aspiring data practitioners seeking a clear, code-level grounding in neural networks without complicated prerequisites. Start reading today to master the core foundations powering modern artificial intelligence.
💬Kişisel AI öğretmeni Bir kursta takıldın mı? Yerleşik öğretmenine istediğin zaman her şeyi sorabilirsin.
♾️Ömür boyu erişim İstediğin zaman dön, son kullanma tarihi yok
📱Telefon veya bilgisayar Her yerde, her cihazda
💸14 gün iade Sorgusuz
⚡Kısa ve odaklı 2 sa 42 dk pratik içerik
Tamamlama sertifikası
PickAClass'de tamamladığın her kurs böyle bir belge verir — özgün, kendi koduyla, URL ile doğrulanabilir ve gerçekte neyin gösterildiğine dair ayrıntılı.
