Mühendislik FakültesiBilgisayar Mühendisliği

Bilgisayar Mühendisliği

Bölüm Seminer Arşivi

2016 - 2017 Seminerler

Seminer Tarihi: 5 Mayıs 2017

Seminer Konusu: CSE498 Bitirme Projesi Poster Hazırlama

Konuşmacı:  Öğr. Gör. Birol Gençyılmaz

Seminer Tarihi: 21 Nisan 2017 

Seminer Konusu:  Yazılım geliştirme yaşam döngüsü   

Konuşmacı: Özgün Emre Uğurlu, NETAŞ

Seminer Tarihi: 21 Nisan 2017 

Seminer Konusu:  Redis, SignalR  teknolojileri uygulamaları   

Konuşmacı: Ersel Bozkartal, NETAŞ

Seminer Tarihi: 21 Nisan 2017 

Seminer Konusu:  Profesyonel iş hayatında bizi neler bekliyor?   

Konuşmacı: Hakan Altınbaş, NETAŞ

Seminer Tarihi: 14 Nisan 2017 

Seminer Konusu:  Yeni Sanayi Devrimi : Sanayinin Sayısal Dönüşümü   

Konuşmacı: Alper Gerçek,  Kıdemli Tasarım Lideri, Teknoloji Transfer Müdürlüğü, Aselsan

Seminer Tarihi: 7 Nisan 2017 

Seminer Konusu:  Türkiye IT pazarı ve Teknoloji Trendleri   

Konuşmacı: Aslı Demir KoçkalResearch Manager, Systems & Infrastructure Solutions, IDC

Seminer Tarihi: 7 Nisan 2017 

Seminer Konusu: Büyük Veri ve Analiz (Big Data & Analytics)

Konuşmacı: Dr. Çağatay Talay,  Senior Data Architect - Big Data Platform at Digiturk

Seminer Tarihi: 17 Mart 2017 

Seminer Konusu: Teknoloji Dönüşümünde BT Güvenliğinin Yeri

Konuşmacı: Yeşim Öztürk, Yazılım Pazarından Sorumlu Kıdemli Araştırma Analisti, IDC

Seminer Tarihi: 10 Mart 2017 

Seminer Konusu: Bilgi Güvenliği ve Kalite

Konuşmacı: Hatice Ezgi Civelek, Türkiye Sınai ve Kalkınma Bankası Bilgi Güveliği ve Kalite Birimi

Seminer Tarihi: 24 Şubat 2017 

Seminer Konusu: 5G Teknolojileri ve IoT, FPGA Programlama, Yapay Zeka Uygulamaları

Konuşmacı: Ali TELLİ, Ar-Ge Bölümü Yöneticisi, HAVELSAN

Seminer Tarihi: 17 Şubat 2017 

Seminer Konusu: Siber Güvenlik

Konuşmacı: Alper Başaran, Garnizon Bilgi Güvenliği

 Seminer Tarihi: 16 Aralik 2016

Seminer Konusu: “TUBITAK, BİLGEM Tanitimi ve Projeleri” 

Konuşmacı: Alper Ay, Birim Yoneticisi, TÜBİTAK

Seminer Tarihi: 9 Aralik 2016

Seminer Konusu: “Fikri ve Mulki Haklar, Patent, Faydali Model” 

Konuşmacı: Ersin Dereligil, Yonetim Kurulu Uyesi, DESTEK PATENT

Seminer Tarihi: 2 Aralik 2016

Seminer Konusu: "IGA Teknoloji ve Servisleri" 

Konuşmacı: Ersin Inankul, IGA IT Direktoru, İstanbul Grand Airport

Seminer Tarihi: 25 Kasim 2016

Seminer Konusu: "Connected People - Connected World" 

Konuşmacılar: Kutsal Anıl, Genel Müdür, PAVOTEK

Seminer Tarihi: 7 Kasım 2016

Seminer Konusu: "Performance Analysis of Nature Inspired Heuristics for Survivable Virtual Topology Mapping"

Seminer Özeti:  The high capacity of fibers used in optical networks, can be divided into many channels, using the WDM technology. Any damage to a fiber causes all the channels routed through this link to be broken, which may result in a serious amount of data loss. As a solution to this problem, the virtual layer can be mapped onto the physical topology, such that, a failure on any physical link does not disconnect the virtual topology. This is known as the survivable virtual topology mapping problem. In this study, we investigated the performance of two popular nature inspired heuristics, namely, evolutionary algorithms and ant colony optimization, in finding a survivable mapping of a given virtual topology while minimizing the resource usage. Our results show that both nature inspired heuristics perform remarkably well for this problem. Furthermore, both methods can obtain high quality solutions in less than a minute.

Konuşmacılar: Yrd.Doç.Dr. Fatma Corut Ergin, Marmara Üniversitesi, Bilgisayar Mühendisliği Bölümü, Öğretim Üyesi 

Seminer Tarihi: 7 Kasım 2016

Seminer Konusu: "Effects of UAV Mobility Patterns on Data Collection in Wireless Sensor Networks"

Seminer Özeti:  Sensor nodes in a Wireless Sensor Network (WSN) can be dispersed over a remote sensing area e.g. the regions that cannot be accessed by human beings (inaccessible regions). In such kind of networks, data collection becomes one of the major issues. Getting connected to each sensor node and retrieving the information in time introduces new challenges. Mobile sink usage, especially the Unmanned Aerial Vehicle (UAV), is the most convenient approach to cover the area and access each sensor node in such a large scale WSN. However, the operation of the UAV depends on some parameters such as endurance time, altitude, speed, radio type in use, and the path. In this paper, we explore various mobility patterns of UAV that follow different paths to sweep the playground in order to seek the best area coverage with maximum number of covered nodes in less amount of time needed by the mobile sink. A realistic simulation environment is used in order to compare and evaluate the performance of the system. We present the performance results for the explored UAV mobility patterns. The results are very useful to present the tradeoff between maximizing the covered nodes and minimizing the operation time for choosing the appropriate mobility pattern.

Konuşmacılar: Yrd.Doç.Dr. Müjdat Soytürk, Marmara Üniversitesi, Bilgisayar Mühendisliği Bölümü, Öğretim Üyesi 

Seminer Tarihi: 31 Ekim 2016

Seminer Konusu: "Semantic Text Mining: Supervised and Semi-Supervised Classification Approaches"

Konuşma özeti:  Ever increasing volumes of structured and unstructured data in variety of types such text, multimedia, and graph is popularly referred as "Big Data".  An important portion of this data is in unstructured text format. There are important challenges to extract meaning or useful information from large textual datasets. One of the major methods used for organizing and mining big textual data is text classification. We use classification algorithms from machine learning domain which is a sub-field of Artificial Intelligence. In order for machine learning algorithms to work, unstructured textual documents are represented using Vector Space Models (VSM). Semantics of VSM comes from the distributional hypothesis, which states that words that occur in similar contexts usually have similar meanings. Although, the VSM  approach is very simple and commonly used, it has several limitations. One of them is the assumption of independency between terms as well as between documents. Documents are represented only with their term frequencies, disregarding their position in the document or their semantic or syntactic connections between other words. As a result, polysemous words (i.e. words with multiple meanings) are treated as a single entity and synonymous words are mapped into different components. This has a negative impact on performance of machine learning algorithms. There is a need for more advanced methods that incorporates additional semantics into these algorithms. In this seminar, we present several semantic text mining algorithms ranging from higher-order co-occurrence based probabilistic methods to class semantics based kernel methods for supervised and semi-supervised classification of textual documents.

Konuşmacılar: Yrd.Doç.Dr. Murat Can Ganiz, Marmara Üniversitesi, Bilgisayar Mühendisliği Bölümü, Öğretim Üyesi 

 Seminer Tarihi: 31 Ekim 2016

Seminer Konusu: "Migrating Birds Optimization: A New Meta-heuristic Approach and Its Application to the Quadratic Assignment Problem"

Seminer Konusu:  We propose a new nature inspired metaheuristic approach based on the V flight formation of the migrating birds which is proven to be an effective formation in energy saving. Its performance is tested on quadratic assignment problem instances arising from a real life problem and very good results are obtained. The quality of the solutions we report are better than simulated annealing, tabu search, genetic algorithm, scatter search, particle swarm optimization, differential evolution and guided evolutionary simulated annealing approaches. The proposed method is also tested on a number of benchmark problems obtained from the QAPLIB and in most cases it was able to obtain the best known solutions. These results indicate that our new metaheuristic approach could be an important player in metaheuristic based optimization.

Konuşmacılar: Doç.Dr. Ali Fuat Alkaya, Marmara Üniversitesi, Bilgisayar Mühendisliği Bölümü, Öğretim Üyesi  


Seminer Tarihi: 24 Ekim 2016

Seminer Konusu: "Affective Computing: Challenges, Applications, Approaches"

Seminer Özeti:  In human-human interactions we communicate using verbal messages and also non-verbal messages such as facial expressions, changes in our voice, and body gestures. The non-verbal messages reinforce or modify what is said in words. In the near future, it is envisioned that human-machine interaction will go beyond the mouse and the keyboard and will become more similar to human-human interaction. Machines will be aware of the emotional and mental state of humans and will adopt their responses accordingly. Affective computing is a relatively new research field the aim of which is to design systems that can recognize, interpret and simulate human emotions and related phenomena. In the first part of the seminar an introduction to the field of affective computing will be made, focusing on the application areas, and major research challenges.  In order to design systems which can recognize emotions, naturalistic training and test data are needed. Most databases available to researchers today are recorded in an acted way under laboratory conditions, and do not reflect real-world conditions. In the second part of the seminar, two new naturalistic affective audio-visual databases BAUM-1 and BAUM-2 will be introduced, which contain spontaneous Turkish expressions of 13 emotions and mental states. Then, three recent methods for multimodal audio/visual affect recognition will be described which use facial expressions and speech and fuse them at the decision level.

Konuşmacılar: Prof.Dr. Çiğdem Eroğlu Erdem, Marmara Üniversitesi, Bilgisayar Mühendisliği Bölümü, Öğretim Üyesi  

Seminer Tarihi: 24 Ekim 2016

Seminer Konusu: "Research Guide for Graduate Students"

Seminer Özeti:  The aim of this presentation is to introduce strategies for graduate students to succeed in their study. The content is  based on both experience of the advisors on their graduate students and set of documents related with the topic. The research process will be covered by presenting a set of related issues  including  managing day-to-day work life of a graduate student,  communication with his/her advisor, reading technical papers, plagiarism, publishing results of research and professional development.   Unlike undergraduate courses,  graduate studies require a student read large volumes of technical documents.   As part of the presentation, critical reading strategies are briefly presented. Writing at the Master’s or PhD level is a challenging process, which will be covered briefly as the last phase  of the presentation

Konuşmacılar: Prof.Dr. Haluk Topçuoğlu, Marmara Üniversitesi, Bilgisayar Mühendisliği Bölümü, Bölüm Başkanı

Seminer Tarihi: 21 Ekim 2016

Seminer Konusu: “Perakende ve Teknoloji”

Konuşmacı: Kerim Tatlıcı, Migros A.Ş., Bilgi Teknolojileri & İş Geliştirme / Ar-Ge Merkezi Diretörü

Seminer Tarihi: 14 Ekim 2016

Seminer Konusu: “CDN and  Cloud Technology”

Konuşmacılar: Atakan TİTİZ, DoraBase, IT Departman Direktörü

Seminer Tarihi: 7 Ekim 2016

Seminer Konusu: “IoT and Mobile Communication”

Konuşmacılar: Serhat Türkiçin, Turkcell, M2M ve IoT Servisleri ve Çözümleri Bölümü Yöneticisi. 

Seminer Tarihi: 30 Eylül 2016

Seminer Konusu: “CSE497 ve CSE498 Bitirme Projesi Hazırlama Süreçleri”

Konuşmacılar: Yrd. Doç. Dr. Müjdat Soytürk, Öğr. Gör. Birol Gençyılmaz

2015 - 2016 Seminerler

Seminer Tarihi: 29 Nisan 2016

Seminer Konusu: “Robotics and Artificial Intelligence”

Konuşmacı: Nezih Ergin Özkucur, Boğaziçi Üni. Computer Eng. PhD student 

Seminer Tarihi: 15 Nisan 2016

Seminer Veren Kurum: NETAŞ Ar-Ge 

Seminer Konusu: “eBilet Projesi, İş Zekası, Veri Ambarı, Veri Tabanı Yöneticiliği”

KonuşmacılarOsman Kumaş (Software Design Manager– Netaş Tanıtımı ve eBilet Projesi), Oğuz Kutlu (Sr. Solution Architect– Veri Tabanı Yöneticiliği), Fatih Gündoğdu (BI Architect – İş Zekası ve Veri Ambarı)

Seminer Tarihi: 8 Nisan 2016

Seminer Veren Kurum: Huawei Ar-Ge 

Seminer Konusu: “Profiling User Interactions on Social Networks”

Konuşmacı: Dr. Cüneyt Gürcan Akçora, Huawei Research Turkey, Technology Introduction Lab

Seminer Tarihi: 24 Mart 2016

Seminer Konusu: "Evolutionary Computation for Dynamic Optimization Problems"

Seminer Özeti: Dynamic optimization problems (DOPs) have been rapidly attracting the interest of the research community, since most real world problems in different domains have various characteristics of dynamism. One or more underlying elements of a given dynamic optimization problem including the objective function, problem constraints, decision variables or environmental parameters may change over time, where the main motivation becomes tracking the global optimum value as close as possible. In this study, the characteristics of DOPs are presented briefly which is followed by the details of selected DOPs.  A set of selected evolutionary techniques for solving DOP will be presented as part of the talk. Finally, performance evaluation of selected techniques on a case study will be presented.

Konuşmacı: Prof. Dr. Haluk Topcuoglu

Seminer Tarihi: 24 Mart 2016

Seminer Konusu: "Hierarchical Reinforcement Learning in Non-stationary Environments"

Seminer Özeti: A Reinforcement Learning (RL) agent mostly assumes environments are stationary which is not feasible on most real world problems. Most RL approaches adapt slow changes by forgetting the previous dynamics of the environment. A recent study on RL in non-stationary environments, Reinforcement Learning with Context Detection (RL-CD), presents a technique that helps determine changes of the environment's nature which the agent with the capability to learn different dynamics of the non-stationary environment. In this study we propose an autonomous agent that learns a dynamic environment by taking advantage of Hierarchical Reinforcement Learning (HRL) and present how the hierarchical structure can be integrated into RL-CD to speed up the convergence of a policy. We illustrate how our method outperforms RL-CD by employing hierarchies in RL.

Konuşmacı:  Doç. Dr. Borahan Tümer

Seminer Tarihi: 17 Mart 2016

Seminer Konusu: "Improving Efficiency in Database Marketing"

Seminer Özeti: The companies, particularly the banking industry, regularly mount campaigns to improve customer value by offering new products to existing customers. In recent years, this approach has gained significant momentum because of the increasing availability of customer data and the improved analysis capabilities in data mining. Typically, response models based on historical data are used to estimate the probability of a customer purchasing an additional product and the expected return from that additional purchase. Even with these computational improvements and accurate models of customer behavior, the problem of efficiently using marketing resources to maximize the return on marketing investment is a challenge. Simply knowing a customer’s probability of responding to a particular offer is not enough when a company has several products to promote and other business constraints to consider in its marketing planning. This problem is compounded because of the capability to launch multiple campaigns through several distribution channels over multiple time periods. The combination of alternatives creates a complicated array of possible actions.

Konuşmacı: Yrd. Doç. Mustafa Ağaoğlu

Seminer Tarihi: 17 Mart 2016

Seminer Konusu: "Auction And Barter Models For Electronic Markets"

Seminer Özeti: Recent advances in information technology have made major impact on markets and provided an ability to shift from the traditional physical markets where the traders meet at a certain place and at a certain time for exchanging commodities, to the electronic markets. However, in order for e-markets to be pervasive, innovative market mechanisms that support more complicated scenarios should be introduced. In this talk, two auction and barter based electronic market models will be introduced.Our first model is a direct barter model for the course add/drop process in the universities. We model the course add/drop process as a direct barter problem in which add/drop requests can be placed as barter bids. Our second model is the double auction with limited cover money model. In this model, we propose the use of discrete time double auction institution for the trading of used goods as well as new ones. Our model allows declaration of an amount of cover money so that what is spent on purchased items minus the proceeds of sold items does not exceed this cover money amount. We also introduce a mechanism so that bidders may place multiple item requests in a single bid and limit the maximum number of items to be purchased.

Konuşmacı:Yrd. Doç. Ali Haydar Özer

Seminer Tarihi: 11 Mart 2016

Seminer Veren Kurumlar: MİTTO(Marmara Üniversitesi İnovasyon ve Teknoloji Transfer Ofisi), ANONİMYA, REKMOB,Lojika Fieldlabs

Seminer Konusu: “Girişimcilik Destek Programları ve Örnek Başarı Hikayeleri”

Konuşmacılar: Mustafa Tüysüz(MİTTO), Münevver Olcaysoy(Uzman Danışman), Mustafa Burak Amasyalı(Lojika Fieldlabs), Taha Ali Çelik(ANONİMYA), Fatih Işık(REKMOB)

Seminer Tarihi: 10 Mart 2016

Seminer Konusu: "Modeling Variations First-Order Horn Abduction in Answer Set Programming using On-Demand Constraints and Flexible Value Invention "

Seminer Özeti: We study abduction in First Order Horn logic theories where all atoms can be abduced and we are looking for prefered solutions with respect to objective functions cardinality minimality, Coherence, or Weighted Abduction. We represent this reasoning problem in Answer Set Programming (ASP), in order to obtain a flexible framework for experimenting with global constraints andobjective functions, and to test the boundaries of what is possible with ASP, because realizing this problem in ASP is challenging as it requires value invention and equivalence between certain constants as the Unique Names Assumption does not hold in general. For permitting reasoning in cyclic theories, we formally describe fine-grained variations of limiting Skolemization. We evaluate ourencodings and extensions experimentally on the ACCEL benchmark for plan recognition in Natural Language Understanding. Our encodings are publicly available, modular, and our approach is more efficient than state-of-the-art solvers on the ACCEL benchmark. We identify term equivalence as a main instantiation bottleneck, and experiment with on-demand constraints that were used to elim- inate the same bottleneck in state-of-the-art solvers and make them applicable for larger datasets. Surprisingly, experiments show that this method is beneficial only for cardinality minimality with our ASP encodings.

Konuşmacı: Yrd. Doç. Dr. Peter Schueller

Seminer Tarihi: 10 Mart 2016

Seminer Konusu: "Incentive Mechanisms in User Provided Networks "

Seminer Özeti:  Increase in the number of mobile users demanding internet connectivity gave rise to a cooperative solution called User-provided connectivity (UPC) which is a promising paradigm to remedy internet connectivity needs of mobile users. In this model, participants cooperate to enable a group of mobile users to access internet while they have no or limited connectivity. One of the key research problems in UPC is giving incentives to mobile network subscribers to promote active participation. In this talk, several incentive mechanisms that are proposed recently will be overviewed. Next, a new scheme will be described for incentivizing users in a network assisted User Provided Network (UPN) in which subscribers with limited or no connectivity access Internet while still charging to their own quota. This scheme proposes a simple and applicable bargaining based mechanism to encourage mobile network subscribers to join the protocol to provide UPC. Since the scheme is network assisted network operators are expected to support and do not impose any restrictions on the protocol. In this scheme utility and cost functions are defined for participants in terms of provided throughput and battery energy, and the protocol operates iteratively as in the case of a real world bargaining.

Konuşmacı Yrd. Doç. Dr. Ömer Korçak

Seminer Tarihi: 4 Mart 2016

Seminer veren kurum: ACM

Seminer Konusu: “Yazılım Geliştirmede Etik”

Konuşmacı: Lemi Orhan ERGİN

Seminer Tarihi: 26 Şubat 2016

Seminer veren kurum: SAP Türkiye 

Seminer Konusu: “SAP ve ERP Uygulamaları”

Konuşmacı: İsmail Boz

Seminer Tarihi: 19 Şubat 2016

Seminer Konusu: “CSE497 ve CSE498 Bitirme Projesi Hazırlama Süreçleri”

Konuşmacılar: Yrd. Doç. Dr. Müjdat Soytürk, Öğr. Gör. Birol Gençyılmaz

Seminer Tarihi: 11 Aralık 2015

Seminer veren kurum: Etiya 

Seminer Konusu: “Büyük Veri(Big Data) ve Apache Spark”

Konuşmacı: Abdulkerim Mızrak,  Veri Ambarı-İş Zekası Yöneticisi (Data Warehouse-Business Intelligence Manager)

Seminer Tarihi: 4 Aralık 2015

Seminer veren kurum: Migros Ar-Ge 

Seminer Konusu: “Perakende ve Teknoloji”

Konuşmacı: Kerim Tatlıcı,  Bilgi Teknolojileri & İş Geliştirme / Ar-Ge Merkezi Diretörü

Seminer Tarihi: 27 Kasım 2015

Seminer veren kurum: Türksat A.Ş.

Seminer Konusu: “Türksat Uygulamaları ve Ar-Ge Faaliyetleri”

Konuşmacı: Prof.Dr. Ensar Gül,  (Genel Müdür)   ve  Dr. Ahmet Savaş, (Yönetici, E-Devlet ve Bilgi Toplumu) 

Seminer Tarihi: 20 Kasım 2015 Cuma

Seminer Veren Kurum: PAVOTEK

Seminer Konusu: "M2M ve IoT Uygulamaları"

Konuşmacı: Kutsal ANIL ,Genel Müdür 

Seminer Tarihi: 23 Ekim 2015 Cuma

Seminer Veren Kurum: Alcatel-Lucent AR-GE Departmanı

Seminer Konusu: "DSL Fixed Access and Internet(İsmail GÜN), Veritabanları ve SQL(Mehmet Caner UZUNKONAK )"

Konuşmacı: İsmail GÜN, Mehmet Caner UZUNKONAK 

Seminer Tarihi: 16 Ekim 2015 Cuma

Seminer Konusu: "Build Automation with Gradle(Build automation is an essential method to package and deploy the software. It also helps us to see what is going on before sending bugs to customer's hands. Gradle is a build automation tool which takes advantages of previous build automation tools and introduces a Groovy-based domain-specific language.)"

Konuşmacı: Çağlar Karabulut, Expert Software Engineer, ACM

Seminer Tarihi: 9 Ekim 2015 Cuma

Seminer Konusu: "Modeling “Reading between the Lines” Based on Scalable and Trainable Abduction and Large-scale Knowledge Acquisition"

Konuşmacı: Asst. Prof. Dr. Naoya Inoue from Tohoku University, Japan. http://www.cl.ecei.tohoku.ac.jp/


2014-2015 Seminerler

Seminer Tarihi: 8 Mayıs 2015

Seminer Konusu: "Akademik Poster Hazırlama"

Konuşmacı: Birol Gençyılmaz

Seminer Tarihi: 6 Mayıs 2015

Seminer Konusu: “Design Space Exploration for Customized Heterogeneous Multiprocessor System-on-Chip (MPSoC)”

Konuşmacı: Prof. Smail Niar

Seminer Tarihi: 17 Nisan 2015

Seminer Veren Kurum: Koç-Sistem

Seminer Konusu: “Bilgi Teknolojileri Servis Yönetimi”

Konusmaci: Dr. Turgay Karlıdere,  Koç Sistem Süreç, Hizmet ve Teknoloji Yönetimi – Grup Yöneticisi

Seminer Tarihi: 10 Nisan 2015

Seminer Veren Kurum: PAVOTEK

Seminer Konusu: “FPGA Uygulamaları” (Gömülü Sistemler ve Robotik)

Konusmaci: Kutsal Anıl,  Genel Müdür

Seminer Tarihi: 20 Mart 2015

Seminer Veren Kurum: Huawei Türkiye

Seminer Konusu: “Backward Design and Plan”

Konusmaci: Y.Müh. Ali Uçar, Yönetici, Huawei Türkiye

Seminer Tarihi: 13 Mart 2015

Seminer Veren Kurum: Huawei Türkiye Ar-Ge Merkezi

Seminer Konusu: “Intelligent Search and Deep Neural Language Models”

Konusmaci: Araştırma Mühendisi Çağlar Tırkaz

Seminer Tarihi: 6 Mart 2015 

Seminer Veren Kurum: ETİYA

Seminer konusu : M2M (Machine to Machine) Communication and IoT (Internet of Things)

Konuşmacılar: Dr. Ali Durmuş, ETİYA Genel Müdürü Rachmi Emir, ETİYA Iş Geliştirme Yöneticisi

Seminer Tarihi: 12 Aralık 2014

Seminer Veren Kurum: LKD ( Linux Kullanıcıları Derneği)

Seminer Konusu: "Özgür Yazılım ve Linux"

Konuşmacı: Mahir B. Aşut

Seminer Tarihi: 5 Aralık 2014

Seminer Veren Kurum: SUNUMO

Seminer Konusu: "Etkili Sunum Teknikleri"

Konuşmacı: Mehmet Ateş

Seminer Tarihi: 28 Kasım 2014

Seminer Veren Kurumlar: MİTTO(Marmara Üniversitesi İnovasyon ve Teknoloji Transfer Ofisi), KOSGEB(Küçük ve Orta Ölçekli İşletmeleri Geliştirme ve Destekleme Dairesi Başkanlığı), ANONİMYA, REKMOB

Seminer Konusu: "Ar-Ge Inovasyon Destek Programları ve Desteklerden Yararlanan Mezunlarımızın Şirketlerinden Örnekler"

Konuşmacılar: Gözde Canlı (MİTTO), Emre Akın (KOSGEB), Ziya Mahmutoğlu (ANONİMYA), Fatih Işık (REKMOB)

Seminer Tarihi: 21 Kasım 2014

Seminer Veren Kurum: ETİYA

Seminer Konusu: “Big Data, Application Areas and Technologies: An Overview”

Konuşmacı: Abdülkerim Mızrak

Seminer Tarihi: 7 Kasım 2014

Seminer Veren Kurum: BİLGEADAM

Seminer Konusu: "Search Engine Optimization and Mobile Marketing "

Konuşmacılar: Burhanettin Mirzooğlu, Özkan Yılmaz

Seminer Tarihi: 17 Ekim 2014

Seminer Veren Kurum: SONY

Seminer Konusu: "Guide for Evolving from Novices to Professional Software Developers"

Konuşmacı: Lemi Orhan Ergin

Seminer Tarihi: 10 Ekim 2014

Seminer Konusu: “Akademik Çalışmalarda Alıntı Yapma ve Meslek Etiği”

Konuşmacı: Birol Gençyılmaz

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