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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=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=0&ask_summarization=1"},{"index":1,"title":"AI Mühendisliği Nedir?","list":{"type":"unordered","items":["AI 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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=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+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 içerir."]},"beginTime":1885,"endTime":2052,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=1885&ask_summarization=1"},{"index":15,"title":"Temel Derin Öğrenme Kavramları","list":{"type":"unordered","items":["Derin öğrenme modellerinde performansı değerlendirmek için cross-entropy ve farklı optimizasyon teknikleri (mini-batch grid, gradient descent, batch gradient descent, stochastic gradient descent) önemlidir.","Derin öğrenme modellerinde batch normalization, layer normalization, residual connections, gradient clipping ve caviar initialization gibi kavramlar öğrenilmelidir.","Derin öğrenme modellerinde bias, ağırlık, eğitim, vanishing gradient ve exploding gradient problemleri, overfitting ve dropout gibi teknikler öğrenilmelidir."]},"beginTime":2055,"endTime":2156,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=2055&ask_summarization=1"},{"index":16,"title":"Derin Öğrenme Modelleri","list":{"type":"unordered","items":["Derin öğrenme modellerinde discriminative ve generative modeller, out-encoders ve reconstruction error kavramları önemlidir.","ANNs, CNNs, RNNs, GNNs, GRUs ve LSTMs gibi farklı derin öğrenme modellerinin mimarisi, problemleri ve kullanım alanları öğrenilmelidir.","Pet convolution, pooling ve RNN, CNN gibi modellerin hangi durumlarda kullanılacağı öğrenilmelidir."]},"beginTime":2156,"endTime":2237,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=2156&ask_summarization=1"},{"index":17,"title":"Pratik Uygulama İçin Gerekli Beceriler","list":{"type":"unordered","items":["Derin öğrenme temellerini bilmek, geleneksel makine öğrenme ve derin öğrenme uygulamalarını anlamak için önemlidir.","Python öğrenmek, PyTorch ve TensorFlow gibi AI çerçevelerini kullanmak, temel veri yapıları ve algoritmaları anlamak gerekir.","Veri hazırlama, temizleme, görselleştirme ve makine/derin öğrenme modelleri eğitmek için Python'un pratik uygulamaları öğrenilmelidir."]},"beginTime":2237,"endTime":2299,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=2237&ask_summarization=1"},{"index":18,"title":"Python ve Derin Öğrenme Eğitimi","list":{"type":"unordered","items":["Python'da listeler, değişkenler, veri yükleme, filtreleme, gruplama ve görselleştirme gibi temel konular öğrenilmelidir.","PyTorch ve TensorFlow gibi derin öğrenme çerçevelerini kullanmak ve tensörler hakkında bilgi edinmek gerekir.","Lunartech.ai sayfasında Python için veri bilimi kursu ve derin öğrenme interoperation kursu gibi kaynaklar bulunmaktadır."]},"beginTime":2299,"endTime":2389,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+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 gerekir."]},"beginTime":2389,"endTime":2493,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=2389&ask_summarization=1"},{"index":20,"title":"Temel Generatif AI Modelleri","list":{"type":"unordered","items":["Generative Adversarial Networks (GAN) modelinde G (generator) ve D (discriminator) rolleri, oyun teorisi, Nash equilibrium ve mode problemi öğrenilmelidir.","Variational Autoencoders, plain autoencoders ile arasındaki farklar, discriminative ve generative modeller arasındaki farklar, ko diverjans ve reparametrization trick öğrenilmelidir.","Transformers, büyük dil modellerinin temelini oluşturur ve RNNs ve LSTMs ile arasındaki farklar, embeddings, pozisyonel kodlama ve dikkat mekanizması 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anlamak AI mühendisliği yolculuğunda temeldir.","Hugging Face ve diğer platformlar, büyük dil modellerini ve üretken AI'yi daha verimli ve ekonomik bir şekilde kullanmak için kullanılabilir.","Büyük dil modellerinin temelleri arasında dikkat mekanizmaları, engramlar, transformer mimarisi, tokenizasyon, embeds ve transformers'ın hesaplanması bulunmaktadır."]},"beginTime":2790,"endTime":2879,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=2790&ask_summarization=1"},{"index":23,"title":"Veri Hazırlama ve Model Döngüsü","list":{"type":"unordered","items":["Büyük dil modeli uygulamaları için veri hazırlama çok önemlidir; veri bilimi becerileri olmadan, en iyi LGM modeli bile performansı olumsuz etkilenir.","Büyük dil modeli döngüsünde pre-training, fine-tuning, prompt mühendisliği, reinforcement learning, değerlendirme ve optimizasyon adımları bulunmaktadır.","Büyük dil modelleri sınıflandırma, sonraki kelime tahmini gibi farklı görevler için kullanılabilir ve her görev için farklı bir model ve eğitim yöntemi gereklidir."]},"beginTime":2879,"endTime":2990,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=2879&ask_summarization=1"},{"index":24,"title":"Fine-Tuning ve Reinforcement Learning","list":{"type":"unordered","items":["Fine-tuning, tek görev için veya çoklu görevli talimat modelleri için yapılabilir ve LoRa, CLORA gibi matematiksel ve matematiksel yöntemler kullanılır.","Reinforcement Learning with Human Feedback (RLHF) kavramı, modelleri daha akıllı hale getirmek için kullanılır.","Prompt mühendisliği, pre-trained ve fine-tuned dil modellerini daha etkili hale getirmek için kullanılır ve etkili promptlama, optimizasyon ve AI ajanları oluşturmak için 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olabilirsiniz."]},"beginTime":3278,"endTime":3310,"href":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=3278&ask_summarization=1"}],"linkTemplate":"/video/preview/10156899113378896962?parent-reqid=1774857871255802-13654605415808137213-balancer-l7leveler-kubr-yp-vla-163-BAL&text=AI+Performance+Engineering&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"AI Engineer Roadmap – How to Learn AI in 2025","related_orig_text":"AI Performance Engineering","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"AI Performance 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