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Title: GitHub - Developer-MultiGroup/Zero2End-ML-Bootcamp: Zero2End Machine Learning Bootcamp

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X Title: GitHub - Developer-MultiGroup/Zero2End-ML-Bootcamp: Zero2End Machine Learning Bootcamp

Description: Zero2End Machine Learning Bootcamp. Contribute to Developer-MultiGroup/Zero2End-ML-Bootcamp development by creating an account on GitHub.

Open Graph Description: Zero2End Machine Learning Bootcamp. Contribute to Developer-MultiGroup/Zero2End-ML-Bootcamp development by creating an account on GitHub.

X Description: Zero2End Machine Learning Bootcamp. Contribute to Developer-MultiGroup/Zero2End-ML-Bootcamp development by creating an account on GitHub.

Opengraph URL: https://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp

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https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#-neden-bu-eğitim-var
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#-kimler-katılmalı
Ders 0: Kick-Off Zero2End ML Bootcamphttps://www.youtube.com/watch?v=2bnm0hC8lmo
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-0-kick-off-zero2end-ml-bootcamp
Whatsapp iletişim kanalıhttps://chat.whatsapp.com/G1qSkvfs0rn3ZJPYoFCqiW
DMG Data Science Awesome Reposuhttps://github.com/Developer-MultiGroup/DMG-Data-Science-Awesome
Lodos Event Sayfasıhttps://lodos.sh/event/05614690565471726501/details
Ders 1: Veri Kavramına Giriş (Panel): Klasik ve Modern Veri Bilimi Ekosistemihttps://www.youtube.com/watch?v=0_VL5iE6dKM
Göker Günerhttps://www.linkedin.com/in/gokerguner/
Özge Ustahttps://www.linkedin.com/in/ozge-usta/
Enes Fehmi Mananhttps://www.linkedin.com/in/enesfehmimanan/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-1-veri-kavramına-giriş-panel-klasik-ve-modern-veri-bilimi-ekosistemi---göker-güner-özge-usta-enes-fehmi-manan
Yayın özet derlemesihttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/ders_2_derleme.pdf
Özet: Veri Kavramına Giriş - Panelhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/veri_kavramina_giris_klasik_ve_modern_veri_bilimi_ekosistemi_-_goker_guner_ozge_usta_enes_manan.pdf
Paylaşılan Önemli Kaynaklar ve Bağlantılarhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/veri_kavramina_giris_etkinligi_-_paylasilan_onemli_kaynaklar_ve_baglantilar.pdf
Ders 2: SQL Temellerihttps://www.youtube.com/watch?v=vDZyhK81oMY
Özge Ustahttps://www.linkedin.com/in/ozge-usta/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-2-sql-temelleri---özge-usta
Sunum Dosyası: SQL Zero2Endhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/sql_temelleri_ozge_usta.pdf
Ek kanynak: SQL-Python Eğitim Notebooklarıhttps://github.com/enesmanan/sql-python-egitim
Transcript: SQL Temelleri - Özge Ustahttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/sql_zero2end.pdf
SQL Temelleri - Özet ve Anahtar Kelimelerhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/sql_temelleri_ozge_usta_ozet_ve_anahtar_kelimerl.pdf
Ders 3: Python'a Giriş ve Temel Veri Kütüphanelerihttps://www.youtube.com/watch?v=geVl-FCMblY
Göker Günerhttps://www.linkedin.com/in/gokerguner/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-3-pythona-giriş-ve-temel-veri-kütüphaneleri---göker-güner
Python Notebook'uhttps://colab.research.google.com/drive/1eYouIAf-x5wzytsZqr3URQgVNtXVuwuo?usp=drive_link
Data Libraries Notebook'uhttps://colab.research.google.com/drive/1bqeHbLfN0elamxFrqOiE_ASMWIdtol-A?usp=drive_link
Örnek Python Projeleri - Freecodecamphttps://www.freecodecamp.org/news/python-projects-for-beginners/
Freecodecamp Youtubehttps://www.youtube.com/@freecodecamp
Data Kütüphanelerinin GPU Alternatifleriyle Bir Örnek Projehttps://medium.com/@gokerguner/machine-learning-7-gpu-k%C3%BCt%C3%BCphaneleriyle-u%C3%A7tan-uca-ml-projesi-344582399428
ABD Kongre Sınıflandırma Projesinin Daha Geniş Anlatımıhttps://medium.com/@gokerguner/machine-learning-1-7d4581caa291
Scikit-learn dokümantasyonuhttps://scikit-learn.org/stable/
UCI ML Repository Datasetshttps://archive.ics.uci.edu/datasets
Transkript dosyasıhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/pythona_giris_ve_temel_veri_kutuphaneleri__goker_guner.pdf
Öne Çıkan Maddelerhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/pythona_giris_ve_temel_veri_kutuphaneleri_-_one_cikan_maddeler_-_ozet_-_goker_guner.pdf
Ders 4: Olasılık, İstatistik & Lineer Cebirhttps://www.youtube.com/watch?v=yH1QCgItkM4
Engin Deniz Alpmanhttps://www.linkedin.com/in/engindenizalpman/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-4-olasılık-i̇statistik--lineer-cebir---engin-deniz-alpman
Transkript Dosyasıhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/olasilik_istatistik__lineer_cebir_-_engin_deniz_alpman.pdf
Ücretsiz AI Kurslarıhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/Free_AI_Courses_List.pdf
Ders Notlarıhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/olasilik_istatistik__lineer_cebir_-_kendime_notlar_-_engin_deniz_alpman.pdf
Öne Çıkan Maddelerhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/olasilik_istatistik__lineer_cebir_-_one_cikan_maddeler_ozet_-_engin_deniz_alpman.pdf
Ders 5: Model için Veri Hazırlama (EDA)https://www.youtube.com/watch?v=L3jZxf7KMtg
Enes Fehmi Mananhttps://www.linkedin.com/in/enesfehmimanan/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-5-model-için-veri-hazırlama-eda---enes-fehmi-manan
Örnek proje reposuhttps://github.com/enesmanan/credit-risk-model
Eğitim notebookhttps://github.com/enesmanan/credit-risk-model/blob/main/notebooks/analysis/00_data_preparation_egitim.ipynb
LLMAutoEDA Paketihttps://github.com/enesmanan/LLMAutoEDA
Transkript dosyasıhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/model_icin_veri_hazirlama_eda_-_enes_fehmi_manan.pdf
Öne Çıkan Maddelerhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/model_icin_veri_hazirlama_eda_-_one_cikan_maddeler_ozet_-_enes_fehmi_manan.pdf
Ders 6: Final Proje Yayınıhttps://www.youtube.com/watch?v=laNHrV-stR0
Enes Fehmi Mananhttps://www.linkedin.com/in/enesfehmimanan/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-6-final-proje-yayını---enes-fehmi-manan
Proje Dosyasıhttps://drive.google.com/file/d/1mc1p04O8kExEcLcBwCEuX9gUxwf5DWLD/view
Örnek Projehttps://github.com/enesmanan/credit-risk-model
Transkript Özethttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/final_proje_detaylari_-_enes_fehmi_manan.pdf
Öne Çıkan Maddelerhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/final_proje_detaylari_-one_cikan_maddeler_ozet_-_enes_fehmi_manan.pdf
Ders 7: Sınıflandırma Modellerihttps://www.youtube.com/watch?v=YVsTSw-t9TY
Evren Ozkiphttps://www.linkedin.com/in/evren-ozkip/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-7-sınıflandırma-modelleri---evren-ozkip
Ders Dokümanıhttps://github.com/TirendazAcademy/Zero2End-ML-Bootcamp/blob/main/docs/Classification-Doc.png
Sınıflandırma Notebookhttps://github.com/TirendazAcademy/Zero2End-ML-Bootcamp/blob/main/docs/classification.ipynb
Ders 8: Rankinghttps://www.youtube.com/watch?v=2NuyB8Gt2oI
Özge Ustahttps://www.linkedin.com/in/ozge-usta/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-8-ranking---özge-usta
Proje Dosyasıhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/Ranking.ipynb
Ders 9: Regresyon Modellerihttps://www.youtube.com/watch?v=loPUbsJH3_Q
Selin Çıldamhttps://www.linkedin.com/in/selincildam/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-9-regresyon-modelleri---selin-çıldam
Ders Dokümanıhttps://github.com/Developer-MultiGroup/Zero2End-ML-Bootcamp/blob/main/docs/RegresyonModelleri.pdf
Notebook Linkihttps://www.kaggle.com/code/eselinildam/simple-linear-polynomial-randomforest-regression
Ders 10: Gözetimsiz Öğrenmehttps://www.youtube.com/watch?v=NcDTUUuZ02w
Göker Günerhttps://www.linkedin.com/in/gokerguner/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-10-gözetimsiz-öğrenme---göker-güner
Notebook Linkihttps://www.kaggle.com/code/goker67/unsupervised-learning
Enes Fehmi Manan'ın Kaggle Notebook'uhttps://www.kaggle.com/code/enesfehmimanan/customer-segmentation-k-means-dbscan-gm
Gözetimsiz Öğrenme Üzerine Medium Bloguhttps://gokerguner.medium.com/machine-learning-4-g%C3%B6zetimsiz-%C3%B6%C4%9Frenme-k%C3%BCmeleme-k-means-algoritmas%C4%B1-boyut-azaltma-temel-44598c53ee0c
Ders 11: Model Seçimi, Optimizasyonu ve Değerlendirmesihttps://www.youtube.com/watch?v=YG2P_5ZOFWQ
Engin Deniz Alpmanhttps://www.linkedin.com/in/engindenizalpman/
https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-11-model-seçimi-optimizasyonu-ve-değerlendirmesi---engin-deniz-alpman
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https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#ders-12-model-deploy-ve-monitoring---bahadır-ünal
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https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#-zero2end-stage-2
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https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#kapalı-oturum-1-recommendation-e-ticaret---furkan-kuşçu
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https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#kapalı-oturum-2-eta-prediction-mobilite---özge-usta
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https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#kapalı-oturum-3-time-series-prediction-enerji---hamza-görgülü
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https://patch-diff.githubusercontent.com/Developer-MultiGroup/Zero2End-ML-Bootcamp#kapalı-oturum-4-credit-risk-system-design-banka---enes-fehmi-manan
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