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Ai model fine‑tuning ile sınıflandırıcı oluşturma

6 lessons · 2:03:35 · updated 9/8/2026
1 of the lessons are not in Turkish; each one says which language it is in.

Watch them in order, then explain the topic in your own words below.

Nobody with subject knowledge has checked this course yet. It was put together automatically.

What you will do in this course

  • Fine-tuning nedir
  • Metni vektörleştirip veri hattı kurmak
  • İnce ayar veri setini hazırlamak
  • Hugging Face ile metin sınıflandırma
  • CSV'den eğitim veri seti oluşturmak
  • Metin sınıflandırma problemini tanımak
0 / 6 lessons watched

Getting started

3 lessons

1. LLM Fine-Tuning ile 500 Dolar Milyar Dolarlık YZ'yi Yener mi?

Fine-tuning nedir

Prompt Sentezi · watch the original

2. Hugging Face ile Metin Sınıflandırmaya Giriş Yol haritası

Tirendaz Academy · watch the original

3. Multi-Topic (Multi-Class) Text Classification Part A: Introduction

in English

Metin sınıflandırma problemini tanımak

Murat Karakaya Akademi · watch the original · 20:47

Check yourself

Four questions on this section. Wrong answers are the point: each one explains itself.

Now you explain it

Close what you watched and explain the topic in your own words in 30 seconds. What you can explain is what you have learned. You are marked against this course's lessons and nothing beyond them.

Explain how you would do this: Getting started — Metin sınıflandırma problemini tanımak.

You are judged on these, and nothing else in the course:

  • Fine-tuning nedir
  • Hugging Face ile metin sınıflandırma
  • Metin sınıflandırma problemini tanımak

Doing it properly

2 lessons · short section, not a full path on its own

1. Çok Sınıflı Metin Sınıflandırma: Bölüm 4 Keras Text Vectorization & TensorFlow Data Pipeline

Metni vektörleştirip veri hattı kurmak

Murat Karakaya Akademi · watch the original · 44:27

2. Kendi Hugging Face Dil Modelinizi Nasıl Eğitirsiniz? 1. CSV dosyasından Veriseti oluşturmak

CSV'den eğitim veri seti oluşturmak

Murat Karakaya Akademi · watch the original · 22:19

Check yourself

Four questions on this section. Wrong answers are the point: each one explains itself.

Now you explain it

Close what you watched and explain the topic in your own words in 30 seconds. What you can explain is what you have learned. You are marked against this course's lessons and nothing beyond them.

Explain how you would do this: Doing it properly — CSV'den eğitim veri seti oluşturmak.

You are judged on these, and nothing else in the course:

  • Metni vektörleştirip veri hattı kurmak
  • CSV'den eğitim veri seti oluşturmak

Going deeper

1 lessons · short section, not a full path on its own

1. İnce Ayar (Fine Tuning): Belgelerinizden Sohbet (Instruct) Veri Setini Oluşturmak

Murat Karakaya Akademi · watch the original · 36:02

Check yourself

Four questions on this section. Wrong answers are the point: each one explains itself.

Now you explain it

Close what you watched and explain the topic in your own words in 30 seconds. What you can explain is what you have learned. You are marked against this course's lessons and nothing beyond them.

Explain how you would do this: Going deeper — İnce ayar veri setini hazırlamak.

You are judged on these, and nothing else in the course:

  • İnce ayar veri setini hazırlamak

Not part of the path

Added by readers, or indexed before this course was sorted. These are not counted as one of the three sections.

1. Yapay Zekayı Anla! LLM'ler ve Ajanlar

Dr. Azra Yıldız · watch the original

2. AI Halüsinasyonlarını Bitiren Mimari: RAG Nedir?

Oğuzcan Karaman · watch the original