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Enes Aydın

2011’de Dünya teknolojik olarak yeni bir alana evrildi. Endüstri 4.0 ile hayatımıza teknoloji entegre oldu. Bu teknolojiler bulut teknolojisi, makina öğrenmesi, kripto paralar, nesnelerin interneti… Saydığımız ve sayamadığımız bu teknolojilerin merkezinde Artık bütün cihazları akıllı olarak geliştirmek ve kullanmak  çağımız için elzem bir ihtiyaçtır. Sizde eğer teknolojiyi tüketen değil üreten olmak istiyor ve geleceğe şimdiden yön vermek istiyorsanız doğru kurstasınız. Unutmayın ki temeli sağlam olmayan herşey çökmeye mahkumdur. Sizde teknolojilerin temeli olarak görülen yapay zekayı ve algoritmaların mantalitesini kavrayarak bütün teknolojileri yeniden keşfedin.

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2011’de Dünya teknolojik olarak yeni bir alana evrildi. Endüstri 4.0 ile hayatımıza teknoloji entegre oldu. Bu teknolojiler bulut teknolojisi, makina öğrenmesi, kripto paralar, nesnelerin interneti… Saydığımız ve sayamadığımız bu teknolojilerin merkezinde Artık bütün cihazları akıllı olarak geliştirmek ve kullanmak  çağımız için elzem bir ihtiyaçtır. Sizde eğer teknolojiyi tüketen değil üreten olmak istiyor ve geleceğe şimdiden yön vermek istiyorsanız doğru kurstasınız. Unutmayın ki temeli sağlam olmayan herşey çökmeye mahkumdur. Sizde teknolojilerin temeli olarak görülen yapay zekayı ve algoritmaların mantalitesini kavrayarak bütün teknolojileri yeniden keşfedin.

Kurs ile Öğrenecekleriniz

1) Yapay zekada başyapıt olan "Artificial Intelligence: A Modern Approach" kitabından dersleri küresel ölçüde öğrenebileceksiniz.

2) Yapacağınız sınavlar ile kendi yeterliliğinizi test etme imkanını yakalayacaksınız.

3) Prolog programlama dili derslerinde onlarca örnek yaparak  programlamanın mantalitesini kavrayacaksınız.

4) Derslerin dokümantasyonuna erişim sağlayarak sürekli öğrenme yetkinliğine sahip olacaksınız.

Kurs İçeriği

· What is Artificial Intelligence(AI)

· Solving Problem by Searching

· Informed Search and Exploration

· Games

· Logical Agent

· First Order Logic

· Prolog

· Neural Networks

· Genetic Algorithm

· Fuzzy Logic

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What's inside

Syllabus

Motivasyon
Geçmişten Günümüze Yapay Zeka
Yazılım ve Programlama Nedir?
What is Artificial Intelligence(AI)
Read more
Thinking-Acting
Environments Types
Solving Problem by Searching
Tree Graph
BFS-UCS-DFS-DLS
Informed Search and Exploration
Greedy-A* Search
Recursive Search
Games
Logical Agent
Wumpus World
Logic
Conjuctive Normal Form
Forward-Backward Chaining
Ek Kaynak
First Order Logic
EXAM
Prolog
Facts-Rules-Queries
Unification-Proof Tree
Recursion
Neural Networks
Activation Function-Percetron
Multilayer NN-Back Propagation
Genetic Algorithm-Fuzzy Logic
Genetic Algorithm
Fuzzy Logic
Bonus
Python:Corona Virüs Veri Analizi ile Yapay Zeka için Python
İndirim Kuponu

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Examines core concepts from Artificial Intelligence: A Modern Approach, which is standard in artificial intelligence
Teaches recursive programming, which is a core skill for computer science
Explores the histories of artificial intelligence, which is essential for contextualizing the field
Covers machine learning, which is highly relevant to industry
Implements methodologies using the popular programming language Prolog, which is essential for programming in the field of artificial intelligence
Requires familiarity with basic computer science concepts, which may be a barrier to entry for some

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Herkes İçin Yapay Zeka ve Yapay Zeka Algoritmaları with these activities:
Çalışma Grubu Etkinliği
Diğer öğrencilerle çalışma grupları oluşturarak yapay zeka kavramlarını tartışabilir ve birbirinizden öğrenebilirsiniz.
Show steps
  • Bir çalışma grubu bulun veya oluşturun.
  • Tartışma konuları belirleyin ve gündemler hazırlayın.
  • Çevrimiçi araçları veya yüz yüze toplantıları kullanarak düzenli olarak bir araya gelin.
Show all one activities

Career center

Learners who complete Herkes İçin Yapay Zeka ve Yapay Zeka Algoritmaları will develop knowledge and skills that may be useful to these careers:
Speech Recognition Engineer
Speech Recognition Engineers develop and implement speech recognition solutions for a variety of industries and applications. This course can help build a foundation in AI concepts and algorithms, which is essential for success in this role. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic. This knowledge would be particularly valuable for Speech Recognition Engineers who want to work on developing new speech recognition algorithms or applications.
Machine Learning Engineer
Machine Learning Engineers design and implement machine learning models to solve a variety of problems. This course can help build a foundation in AI concepts and algorithms, which is essential for success in this role. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic. This knowledge would be particularly valuable for Machine Learning Engineers who want to work on developing new machine learning models or applications.
Natural Language Processing Engineer
Natural Language Processing Engineers develop and implement NLP solutions for a variety of industries and applications. This course can help build a foundation in AI concepts and algorithms, which is essential for success in this role. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic. This knowledge would be particularly valuable for NLP Engineers who want to work on developing new NLP algorithms or applications.
Artificial Intelligence Researcher
Artificial Intelligence Researchers develop new AI algorithms and applications. This course can help build a foundation in AI concepts and algorithms, which is essential for success in this role. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Artificial Intelligence Engineer
Artificial Intelligence Engineers work on developing and implementing AI solutions for a variety of industries and applications. This course can help build a foundation in AI concepts and algorithms, which is essential for success in this role. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic. This knowledge would be particularly valuable for AI Engineers who want to work on developing new AI algorithms or applications.
Computer Vision Engineer
Computer Vision Engineers develop and implement computer vision solutions for a variety of industries and applications. This course can help build a foundation in AI concepts and algorithms, which is essential for success in this role. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic. This knowledge would be particularly valuable for Computer Vision Engineers who want to work on developing new computer vision algorithms or applications.
Data Scientist
Data Scientists use data to solve problems and make informed decisions. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Data Scientists who want to develop or use AI techniques in their work. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Computer Scientist
Computer Scientists research and develop new computing technologies. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Computer Scientists who want to work on developing new AI algorithms or applications. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Market Research Analyst
Market Research Analysts use data to help businesses understand their customers and make better decisions. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Market Research Analysts who want to use AI techniques in their work. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Robotics Engineer
Robotics Engineers design, build, and maintain robots. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Robotics Engineers who want to develop or use AI techniques in their work. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Business Intelligence Analyst
Business Intelligence Analysts use data to help businesses make better decisions. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Business Intelligence Analysts who want to develop or use AI techniques in their work. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Financial Analyst
Financial Analysts use financial data to help businesses make investment decisions. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Financial Analysts who want to use AI techniques in their work. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Data Analyst
Data Analysts use data to help businesses make better decisions. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Data Analysts who want to use AI techniques in their work. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Software Engineer
Software Engineers design, develop, and maintain software systems. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Software Engineers who want to develop or use AI techniques in their work. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.
Operations Research Analyst
Operations Research Analysts use mathematical and analytical techniques to solve problems in a variety of industries. This course can help build a foundation in AI concepts and algorithms, which can be helpful for Operations Research Analysts who want to use AI techniques in their work. The course covers topics such as problem solving by searching, informed search and exploration, games, logical agents, first order logic, Prolog, neural networks, genetic algorithms, and fuzzy logic.

Reading list

We've selected 11 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Herkes İçin Yapay Zeka ve Yapay Zeka Algoritmaları.
Provides a comprehensive overview of machine learning algorithms and covers all the topics offered in this course. It is an excellent resource for anyone interested in learning more about machine learning.
Provides a comprehensive overview of deep learning algorithms and covers all the topics offered in this course. It valuable resource for anyone interested in learning more about deep learning.
Provides a comprehensive overview of reinforcement learning algorithms and covers all the topics offered in this course. It valuable resource for anyone interested in learning more about reinforcement learning.
Provides a practical introduction to deep learning using Fastai and PyTorch. It valuable resource for anyone interested in learning more about deep learning.
Provides a comprehensive overview of the probabilistic approach to machine learning. It valuable resource for anyone interested in learning more about machine learning.
Explores the implications of AI for the future of humanity. It thought-provoking read for anyone who wants to know what the future holds.
Provides a concise overview of the fundamentals of machine learning. It valuable resource for anyone interested in learning more about machine learning.
Provides a very accessible overview of the fundamentals of machine learning. It good starting point for those who are interested in learning more about machine learning but do not have a technical background.
Provides a very accessible overview of the fundamentals of AI. It good starting point for those who are interested in learning more about AI but do not have a technical background.

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