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right over here! 📌 https://scrimba.com/the-ai-engineer-p... 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Ardından AI mühendisliğinin sağlık, finans, perakende, eğlence ve otonom araçlar gibi farklı endüstrilerdeki uygulamalarını gösteriyor. Daha sonra gerekli matematik ve istatistik becerileri, veri bilimi, geleneksel makine öğrenimi, derin öğrenme, Python programlama dili ve büyük dil modelleri gibi konular detaylı şekilde ele alınıyor.","Video, AI mühendisliğinin teorik bilgi ile pratik uygulama arasında köprü kurmanın önemini vurgulayarak, bu alanda başarılı olmak için gerekli olan yaklaşık 3-6 ay süren bir eğitim sürecini adım adım anlatıyor. Ayrıca AI etik, önyargı, gizlilik ve veri güvenliği gibi konulara da değiniliyor."]},"endTime":3322,"title":"2025 AI Mühendisliği Kariyer Rehberi","beginTime":0}],"fullResult":[{"index":0,"title":"AI Engineering Roadmap Tanıtımı","list":{"type":"unordered","items":["Bu AI mühendislik yol haritası, temel temellerden ileri AI uygulamalarına kadar kapsamlı bir eğitim sunmaktadır.","Yol haritası, matematik, makine öğrenimi, derin öğrenme ve büyük dil modelleri gibi temel konuları kapsar ve 2025'te başarılı bir AI mühendisi olmak için gerekli becerileri sağlar.","Lunar Tech tarafından geliştirilen bu kurs, yeni başlayanlar ve becerilerini geliştirmek isteyenler için açık bir yol sunar."]},"beginTime":0,"endTime":146,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=0&ask_summarization=1"},{"index":1,"title":"AI Mühendisliği Nedir?","list":{"type":"unordered","items":["AI 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alabilirsiniz."]},"beginTime":693,"endTime":837,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=693&ask_summarization=1"},{"index":6,"title":"Matematiksel Temeller","list":{"type":"unordered","items":["Derin öğrenme ve geleneksel makine öğrenmesi için türevler, integraller, optimizasyon ve gradientler gibi temel matematik kavramları önemlidir.","Oyun teorisi konuları arasında Nash eşitliği ve min-max stratejisi bulunmaktadır ve bunlar özellikle generatif adversarial ağlar gibi modeller için önemlidir.","Temel geometri konuları arasında sinüs, kosinüs, tanjant, açılar ve pi gibi kavramlar bulunmaktadır."]},"beginTime":837,"endTime":987,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=837&ask_summarization=1"},{"index":7,"title":"İstatistik Temelleri","list":{"type":"unordered","items":["İyi bir AI mühendisi olmak için temel istatistik kavramları önemlidir; olasılık, olasılık dağılım fonksiyonları, örnek ve popülasyon kavramları.","Temel istatistik kavramları arasında ortalama, medyan, varyans, standart sapma, mod, kovaryans ve korelasyon bulunmaktadır.","Normal dağılım fonksiyonu, Bernoulli dağılımı ve binom dağılımı gibi temel olasılık dağılım fonksiyonları önemlidir."]},"beginTime":987,"endTime":1146,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=987&ask_summarization=1"},{"index":8,"title":"İstatistiksel Analiz","list":{"type":"unordered","items":["Doğrusal regresyon ve normal dağılım fonksiyonu, Gauss-Markov teoremi ve parametre özellikleri (bias, tutarlılık, verimlilik) önemlidir.","Güven aralığı, hipotez testi, istatistiksel önem, hata türleri (type 1 ve type 2 hata) ve p-değer kavramları önemlidir.","İnferansiyel istatistikte merkezi limit teoremi, büyük sayılar yasası ve normal dağılım fonksiyonu bulunmaktadır."]},"beginTime":1146,"endTime":1303,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=1146&ask_summarization=1"},{"index":9,"title":"Boyut Azaltma ve Veri Bilimi","list":{"type":"unordered","items":["Boyut azaltma teknikleri arasında ana bileşen analizi, otomatik faktör analizi ve kanonik korelasyon analizi bulunmaktadır.","İyi bir AI mühendisi olmak için veri bilimi becerileri çok önemlidir.","İyi bir AI modeli oluşturmak için kaliteli veri gereklidir; kötü veri kullanıldığında, ne kadar iyi bir model olsa bile sonuç da kötü olacaktır."]},"beginTime":1303,"endTime":1381,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=1303&ask_summarization=1"},{"index":10,"title":"Veri Bilimi Becerileri","list":{"type":"unordered","items":["Kötü veri ile çalışırken, ne kadar çaba, para veya GPU kullanılırsa kullanılsın, veri kalitesi kötü olduğunda AI modelleri iyi performans gösteremez.","AI mühendisleri, modellerinin etik sorumluluğunu üstlenir ve verilerin önyargısız olması gerekir.","Veri mühendisleri, veri temizleme, kaynaklama, toplama, ön işleme, eksik veri tespiti, anormal değerlerin tespiti ve normalleştirme gibi veri bilimi becerilerini geliştirmelidir."]},"beginTime":1386,"endTime":1515,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=1386&ask_summarization=1"},{"index":11,"title":"Veri Görselleştirme ve Özellik Mühendisliği","list":{"type":"unordered","items":["Veri görselleştirme, veri bilimcileri için önemli bir beceridir ve Python ve Seaborn, Matplotlib gibi kütüphaneler kullanılarak yapılabilir.","Özellik mühendisliği, veri bilimcileri tarafından yeni değişkenler oluşturmak için kullanılan bir beceridir.","Özellik mühendisliği, birden fazla değişkeni birleştirerek tek bir değişken oluşturmak için kullanılır ve bu değişkenler AI modellerine girdi olarak kullanılabilir."]},"beginTime":1515,"endTime":1607,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=1515&ask_summarization=1"},{"index":12,"title":"Geleneksel Makine Öğrenmesi","list":{"type":"unordered","items":["Geleneksel makine öğrenmesi, AI mühendisliği kariyerinde başarılı olmak için temel bir beceridir.","Geleneksel makine öğrenmesi, sınıflandırma, regresyon, gözetimli ve gözetimsiz öğrenme gibi farklı algoritmaları içerir.","Makine öğrenmesi algoritmalarının matematiksel ve istatistiksel temelleri, avantajları ve dezavantajları anlaşılmalıdır."]},"beginTime":1607,"endTime":1783,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=1607&ask_summarization=1"},{"index":13,"title":"Makine Öğrenmesi Modellerinin Değerlendirilmesi","list":{"type":"unordered","items":["Makine öğrenmesi modellerinin değerlendirilmesi için eğitim, test ve doğrulama döngüsü, farklı örnekleme teknikleri ve değerlendirme ölçütleri önemlidir.","Değerlendirme ölçütleri, problem türüne göre değişir; örneğin, regresyon problemlerinde MAE, MSE veya RMSE kullanılırken, sınıflandırma problemlerinde F1 skoru veya F beta skoru tercih edilir.","Makine öğrenmesi ve kural tabanlı yaklaşımların hangi durumlarda kullanılacağı da AI mühendisleri için önemlidir."]},"beginTime":1783,"endTime":1885,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=1783&ask_summarization=1"},{"index":14,"title":"Derin Öğrenme","list":{"type":"unordered","items":["Derin öğrenme, modern yapay zeka ve generatif AI'nin temelidir; ChatGPT, DALL-E, Sora gibi uygulamalar ve self-driving araçlar, robotlar gibi teknolojiler derin öğrenme üzerine kuruludur.","Derin öğrenme, geleneksel makine öğrenmesinden farklı olarak daha büyük veri kümeleriyle çalışabilen daha gelişmiş bir model türüdür.","Derin öğrenme, nöral ağların mimarisi, aktivasyon fonksiyonları, gizli katmanlar, ileri ve geri geçiş, kayıp fonksiyonu ve optimizasyon algoritmaları gibi konuları 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sayfasında Python için veri bilimi kursu ve derin öğrenme interoperation kursu gibi kaynaklar bulunmaktadır."]},"beginTime":2299,"endTime":2389,"href":"/video/preview/10156899113378896962?parent-reqid=1767060804432847-18253821444931293649-balancer-l7leveler-kubr-yp-klg-313-BAL&text=Learn+AI+Engineering&t=2299&ask_summarization=1"},{"index":19,"title":"Generatif AI ve Büyük Dil Modelleri","list":{"type":"unordered","items":["Generatif AI, 2024 ve 2025 yıllarında en talep edilen beceri setlerinden biridir ve OpenAI, Anthropic, Google, Meta, Tesla ve XAI gibi şirketler bu alanda öne çıkmaktadır.","ChatGPT, DALL-E, Gemini, Perplexity ve otonom araçlar gibi güncel AI araçları generatif AI üzerine kuruludur.","Generatif AI mühendisi olmak için AI temellerini, model geliştirme döngüsünü ve eğitim tekniklerini anlamak 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