Makine \u00d6\u011frenmesi 1. G\u00fcn: Ba\u015flang\u0131\u00e7 Rehberi<\/title>\n<meta name=\"description\" content=\"Merhaba! Bug\u00fcn makine \u00f6\u011frenmesi yolculu\u011fuma ba\u015flad\u0131\u011f\u0131m ilk g\u00fcn\u00fc sizlerle payla\u015fmak istiyorum. Heyecan verici bir alan ve ba\u015flang\u0131\u00e7ta biraz zorlay\u0131c\u0131 olsa da, do\u011fru ad\u0131mlar ile h\u0131zl\u0131ca ilerleme kaydedebilirsiniz. \u00d6ncelikle, bu alanda ba\u015far\u0131l\u0131 olmak i\u00e7in sab\u0131r, azim ve s\u00fcrekli \u00f6\u011frenme iste\u011fi gerekmektedir. 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{"id":19051,"date":"2025-04-24T07:15:12","date_gmt":"2025-04-24T04:15:12","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-1-gun-baslangic-rehberi\/"},"modified":"2025-04-24T07:15:12","modified_gmt":"2025-04-24T04:15:12","slug":"makine-ogrenmesi-1-gun-baslangic-rehberi","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-1-gun-baslangic-rehberi\/","title":{"rendered":"Makine \u00d6\u011frenmesi 1. G\u00fcn: Ba\u015flang\u0131\u00e7 Rehberi"},"content":{"rendered":"

<\/p>\n

Makine \u00d6\u011frenmesi 1. G\u00fcn: Ba\u015flang\u0131\u00e7 Rehberi<\/p>\n

Merhaba! Bug\u00fcn makine \u00f6\u011frenmesi yolculu\u011fuma ba\u015flad\u0131\u011f\u0131m ilk g\u00fcn\u00fc sizlerle payla\u015fmak istiyorum. Heyecan verici bir alan ve ba\u015flang\u0131\u00e7ta biraz zorlay\u0131c\u0131 olsa da, do\u011fru ad\u0131mlar ile h\u0131zl\u0131ca ilerleme kaydedebilirsiniz. \u00d6ncelikle, bu alanda ba\u015far\u0131l\u0131 olmak i\u00e7in sab\u0131r, azim ve s\u00fcrekli \u00f6\u011frenme iste\u011fi gerekmektedir. Bu y\u00fczden, ba\u015ftan moralinizi y\u00fcksek tutman\u0131z\u0131 \u00f6neririm.<\/p>\n

\u0130lk g\u00fcn\u00fcmde, temel kavramlar\u0131 anlamaya odakland\u0131m. Makine \u00f6\u011frenmesinin ne oldu\u011funu, hangi t\u00fcrleri oldu\u011funu ve hangi algoritmalar\u0131n kullan\u0131ld\u0131\u011f\u0131n\u0131 ara\u015ft\u0131rd\u0131m. \u00d6rne\u011fin, denetimli \u00f6\u011frenme, denetimsiz \u00f6\u011frenme ve peki\u015ftirmeli \u00f6\u011frenme gibi farkl\u0131 yakla\u015f\u0131mlar oldu\u011funu \u00f6\u011frendim. Ayr\u0131ca, Python programlama dilinin makine \u00f6\u011frenmesinde yayg\u0131n olarak kullan\u0131ld\u0131\u011f\u0131n\u0131 ve Scikit-learn gibi g\u00fc\u00e7l\u00fc k\u00fct\u00fcphaneler oldu\u011funu g\u00f6rd\u00fcm.<\/p>\n

Ard\u0131ndan, basit bir lineer regresyon \u00f6rne\u011fi \u00fczerinde \u00e7al\u0131\u015fmaya ba\u015flad\u0131m. Bu, makine \u00f6\u011frenmesinin temelini anlamak i\u00e7in m\u00fckemmel bir ba\u015flang\u0131\u00e7 noktas\u0131d\u0131r. Veri setini haz\u0131rlama, modeli e\u011fitme ve sonu\u00e7lar\u0131 de\u011ferlendirme a\u015famalar\u0131n\u0131 ad\u0131m ad\u0131m takip ettim. Bu s\u00fcre\u00e7te, veri \u00f6n i\u015fleme tekniklerinin \u00f6nemini fark ettim. \u00d6rne\u011fin, eksik verilerin nas\u0131l ele al\u0131nmas\u0131 gerekti\u011fi ve veri setinin \u00f6l\u00e7eklendirilmesinin model performans\u0131n\u0131 nas\u0131l etkiledi\u011fi gibi konular\u0131 ara\u015ft\u0131rd\u0131m. Bunun i\u00e7in bu makale<\/a> olduk\u00e7a yard\u0131mc\u0131 oldu.<\/p>\n

G\u00fcn sonunda, ba\u015flang\u0131\u00e7ta d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcmden daha karma\u015f\u0131k oldu\u011funu ancak ayn\u0131 zamanda inan\u0131lmaz derecede ilgi \u00e7ekici oldu\u011funu fark ettim. \u00d6\u011frenme e\u011frisinin dik oldu\u011funu biliyorum, ancak azimle ve do\u011fru kaynaklar\u0131 kullanarak, bu alanda ba\u015far\u0131l\u0131 olabilece\u011fime inan\u0131yorum. Bu yolculukta, sizlerle deneyimlerimi payla\u015fmaya devam edece\u011fim. Siz de bu alanda yeniyseniz, moralinizin y\u00fcksek tutman\u0131z\u0131 ve s\u00fcrekli \u00f6\u011frenmeye a\u00e7\u0131k olman\u0131z\u0131 \u00f6neririm.<\/p>\n

Daha detayl\u0131 bilgi i\u00e7in kendi web sitemi Fatih Soysal<\/a>‘\u0131 ziyaret edebilirsiniz.<\/p>\n

Ayr\u0131ca, makine \u00f6\u011frenmesi konusunda yard\u0131mc\u0131 olabilecek bir\u00e7ok kaynak mevcuttur. \u00d6rne\u011fin, Coursera, edX ve Udacity gibi platformlarda bir\u00e7ok \u00fccretsiz ve \u00fccretli kurs bulunmaktad\u0131r. Bu kurslar, temel kavramlardan ileri konulara kadar geni\u015f bir yelpazede bilgi sunmaktad\u0131r. Ayr\u0131ca, kitaplar, blog yaz\u0131lar\u0131 ve \u00e7evrimi\u00e7i topluluklar da \u00f6\u011frenme s\u00fcrecinize katk\u0131da bulunabilir. Bunlar\u0131n hepsi yolculu\u011funuzda size yard\u0131mc\u0131 olacakt\u0131r.<\/p>\n

Sonu\u00e7 olarak, makine \u00f6\u011frenmesi heyecan verici bir alan ve ilk g\u00fcn deneyimim olduk\u00e7a motive ediciydi. \u00d6n\u00fcm\u00fczdeki g\u00fcnlerde daha derinlemesine konulara dalmay\u0131 ve daha karma\u015f\u0131k projeler \u00fczerinde \u00e7al\u0131\u015fmay\u0131 planl\u0131yorum. Umar\u0131m bu payla\u015f\u0131m, makine \u00f6\u011frenmesine yeni ba\u015flayanlar i\u00e7in faydal\u0131 olur.<\/p>\n

#Etiketler
\nmakine \u00f6\u011frenmesi, machine learning, yapay zeka, AI, algoritma, veri bilimi, Python, ilk g\u00fcn, ba\u015flang\u0131\u00e7 rehberi, lineer regresyon, denetimli \u00f6\u011frenme, denetimsiz \u00f6\u011frenme, peki\u015ftirmeli \u00f6\u011frenme, veri \u00f6n i\u015fleme<\/p>\n