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SirsiDynix Enterprise https://catalog.iyte.edu.tr/client/en_US/default/default/qf$003dSUBJECT$002509Subject$002509Machine$002blearning.$002509Machine$002blearning.$0026ps$003d300? 2024-05-28T19:34:04Z PRACTICING TRUSTWORTHY MACHINE LEARNING : consistent, transparent, and fair ai pipelines. ent://SD_ILS/0/SD_ILS:2335490 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;PRUKSACHATKUN, YADA.<br/><a href="https://learning.oreilly.com/library/view/~/9781098120269/?ar">https://learning.oreilly.com/library/view/~/9781098120269/?ar</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781098120269/?ar">https://go.oreilly.com/library-access/library/view/-/9781098120269/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781098120269">https://learning.oreilly.com/library/view/~/9781098120269</a><br/>Format:&#160;Electronic Resources<br/> Applied machine learning and AI for engineers : solve business problems that can't be solved algorithmically ent://SD_ILS/0/SD_ILS:2335013 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Prosise, Jeff, author.<br/><a href="https://learning.oreilly.com/library/view/~/9781492098041/?ar">https://learning.oreilly.com/library/view/~/9781492098041/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781492098041">https://learning.oreilly.com/library/view/~/9781492098041</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781492098041/?ar">https://go.oreilly.com/library-access/library/view/-/9781492098041/?ar</a><br/>Format:&#160;Electronic Resources<br/> AI at the edge solving real-world problems with embedded machine learning ent://SD_ILS/0/SD_ILS:2335568 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Situnayake, Daniel, author.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781098120191/?ar">https://go.oreilly.com/library-access/library/view/-/9781098120191/?ar</a> <a 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Resources<br/> Machine learning on geographical data using Python : introduction into geodata with applications and use cases ent://SD_ILS/0/SD_ILS:2333821 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Korstanje, Joos, author.<br/><a href="https://learning.oreilly.com/library/view/~/9781484282878">https://learning.oreilly.com/library/view/~/9781484282878</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781484282878/?ar">https://go.oreilly.com/library-access/library/view/-/9781484282878/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781484282878/?ar">https://learning.oreilly.com/library/view/~/9781484282878/?ar</a><br/>Format:&#160;Electronic Resources<br/> Explainable AI for Practitioners : designing and implementing explainable ML solutions ent://SD_ILS/0/SD_ILS:2334918 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Munn, Michael (ML solutions engineer)<br/><a href="https://learning.oreilly.com/library/view/~/9781098119126/?ar">https://learning.oreilly.com/library/view/~/9781098119126/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781098119126">https://learning.oreilly.com/library/view/~/9781098119126</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781098119126/?ar">https://go.oreilly.com/library-access/library/view/-/9781098119126/?ar</a><br/>Format:&#160;Electronic Resources<br/> Pro deep learning with TensorFlow 2.0 : a mathematical approach to advanced artificial intelligence in Python ent://SD_ILS/0/SD_ILS:2335486 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Pattanayak, Santanu, author.<br/><a href="https://learning.oreilly.com/library/view/~/9781484289310/?ar">https://learning.oreilly.com/library/view/~/9781484289310/?ar</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781484289310/?ar">https://go.oreilly.com/library-access/library/view/-/9781484289310/?ar</a> <a 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by&#160;Gift, Noah, presenter.<br/><a href="https://learning.oreilly.com/videos/~/062592022VIDEOPAIML/?ar">https://learning.oreilly.com/videos/~/062592022VIDEOPAIML/?ar</a> <a href="https://go.oreilly.com/library-access/library/view/-/062592022VIDEOPAIML/?ar">https://go.oreilly.com/library-access/library/view/-/062592022VIDEOPAIML/?ar</a> <a href="https://learning.oreilly.com/videos/~/062592022VIDEOPAIML">https://learning.oreilly.com/videos/~/062592022VIDEOPAIML</a><br/>Format:&#160;Video recording<br/> Machine learning security principles : use various methods to keep data, networks, users, and applications safe from prying eyes ent://SD_ILS/0/SD_ILS:2335401 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Mueller, John, 1958- author.<br/><a href="https://learning.oreilly.com/library/view/~/9781804618851">https://learning.oreilly.com/library/view/~/9781804618851</a> <a 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ent://SD_ILS/0/SD_ILS:2335133 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Serrano, Luis G., author.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781617295911AU/?ar">https://go.oreilly.com/library-access/library/view/-/9781617295911AU/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781617295911AU/?ar">https://learning.oreilly.com/library/view/~/9781617295911AU/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781617295911AU">https://learning.oreilly.com/library/view/~/9781617295911AU</a><br/>Format:&#160;Sound recording<br/> Interpretable AI or How I learned to stop worrying and trust AI ent://SD_ILS/0/SD_ILS:2332145 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Thampi, Ajay, presenter.<br/><a href="https://go.oreilly.com/library-access/library/view/-/10000MNHV2021148/?ar">https://go.oreilly.com/library-access/library/view/-/10000MNHV2021148/?ar</a> <a 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2024-05-28T19:34:04Z by&#160;Campesato, Oswald, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6380642">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Machine learning for time series forecasting with Python ent://SD_ILS/0/SD_ILS:2274961 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Lazzeri, Francesca, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6420045">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Smart agriculture : emerging pedagogies of deep learning, machine learning and Internet of Things ent://SD_ILS/0/SD_ILS:2325447 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Patel, Govind Singh, editor.<br/><a href="https://learning.oreilly.com/library/view/~/9781000327892/?ar">https://learning.oreilly.com/library/view/~/9781000327892/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781000327892">https://learning.oreilly.com/library/view/~/9781000327892</a> <a 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ent://SD_ILS/0/SD_ILS:2332088 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Nelson, Abhilash, presenter.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781803238487/?ar">https://go.oreilly.com/library-access/library/view/-/9781803238487/?ar</a> <a href="https://learning.oreilly.com/videos/~/9781803238487/?ar">https://learning.oreilly.com/videos/~/9781803238487/?ar</a> <a href="https://learning.oreilly.com/videos/~/9781803238487">https://learning.oreilly.com/videos/~/9781803238487</a><br/>Format:&#160;Video recording<br/> SageMaker Studio Lab first thoughts : Amazon SageMaker Studio Lab ent://SD_ILS/0/SD_ILS:2332096 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Gift, Noah, presenter.<br/><a href="https://learning.oreilly.com/videos/~/12162021VIDEOPAIML/?ar">https://learning.oreilly.com/videos/~/12162021VIDEOPAIML/?ar</a> <a href="https://learning.oreilly.com/videos/~/12162021VIDEOPAIML">https://learning.oreilly.com/videos/~/12162021VIDEOPAIML</a> <a 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2024-05-28T19:34:04Z by&#160;Geldard, Mars, author.<br/><a href="https://learning.oreilly.com/library/view/~/9787111675389/?ar">https://learning.oreilly.com/library/view/~/9787111675389/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9787111675389">https://learning.oreilly.com/library/view/~/9787111675389</a> <a href="https://go.oreilly.com/library-access/library/view/-/9787111675389/?ar">https://go.oreilly.com/library-access/library/view/-/9787111675389/?ar</a><br/>Format:&#160;Electronic Resources<br/> Sentiment analysis with LSTMs and mitigating class imbalance in TensorFlow. ent://SD_ILS/0/SD_ILS:2334046 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Ganegedara, Thushan, presenter.<br/><a href="https://learning.oreilly.com/videos/~/10000MNLV2021129">https://learning.oreilly.com/videos/~/10000MNLV2021129</a> <a href="https://go.oreilly.com/library-access/library/view/-/10000MNLV2021129/?ar">https://go.oreilly.com/library-access/library/view/-/10000MNLV2021129/?ar</a> 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SageMaker. ent://SD_ILS/0/SD_ILS:2330182 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Muppala, Sireesha.<br/><a href="https://learning.oreilly.com/library/view/~/9781801070522">https://learning.oreilly.com/library/view/~/9781801070522</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781801070522/?ar">https://go.oreilly.com/library-access/library/view/-/9781801070522/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781801070522/?ar">https://learning.oreilly.com/library/view/~/9781801070522/?ar</a><br/>Format:&#160;Electronic Resources<br/> Machine Learning for Time-Series with Python Forecast, Predict, and Detect Anomalies with State-Of-the-art Machine Learning Methods. ent://SD_ILS/0/SD_ILS:2330843 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Auffarth, Ben.<br/><a href="https://learning.oreilly.com/library/view/~/9781801819626/?ar">https://learning.oreilly.com/library/view/~/9781801819626/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781801819626">https://learning.oreilly.com/library/view/~/9781801819626</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781801819626/?ar">https://go.oreilly.com/library-access/library/view/-/9781801819626/?ar</a><br/>Format:&#160;Electronic Resources<br/> Graph-Powered Machine Learning ent://SD_ILS/0/SD_ILS:2330329 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Negro, Alessandro, author.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781617295645/?ar">https://go.oreilly.com/library-access/library/view/-/9781617295645/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781617295645/?ar">https://learning.oreilly.com/library/view/~/9781617295645/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781617295645">https://learning.oreilly.com/library/view/~/9781617295645</a><br/>Format:&#160;Electronic Resources<br/> The TensorFlow Workshop ent://SD_ILS/0/SD_ILS:2331276 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Moocarme, Matthew, author.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781800205253/?ar">https://go.oreilly.com/library-access/library/view/-/9781800205253/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781800205253">https://learning.oreilly.com/library/view/~/9781800205253</a> <a href="https://learning.oreilly.com/library/view/~/9781800205253/?ar">https://learning.oreilly.com/library/view/~/9781800205253/?ar</a><br/>Format:&#160;Electronic Resources<br/> PYTORCH POCKET REFERENCE building and deploying deep learning models. ent://SD_ILS/0/SD_ILS:2328820 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;PAPA, JOE.<br/><a href="https://learning.oreilly.com/library/view/~/9781492089995">https://learning.oreilly.com/library/view/~/9781492089995</a> <a href="https://learning.oreilly.com/library/view/~/9781492089995/?ar">https://learning.oreilly.com/library/view/~/9781492089995/?ar</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781492089995/?ar">https://go.oreilly.com/library-access/library/view/-/9781492089995/?ar</a><br/>Format:&#160;Electronic Resources<br/> Machine Learning Approach for Cloud Data Analytics in IoT ent://SD_ILS/0/SD_ILS:2329472 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Mohanty, Sachi Nandan, author.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781119785804/?ar">https://go.oreilly.com/library-access/library/view/-/9781119785804/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781119785804/?ar">https://learning.oreilly.com/library/view/~/9781119785804/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781119785804">https://learning.oreilly.com/library/view/~/9781119785804</a><br/>Format:&#160;Electronic Resources<br/> Interpretable machine learning with Python : learn to build interpretable high-performance models with hands-on real-world examples ent://SD_ILS/0/SD_ILS:2328532 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Mas̕s, Serg, author.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781800203907/?ar">https://go.oreilly.com/library-access/library/view/-/9781800203907/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781800203907/?ar">https://learning.oreilly.com/library/view/~/9781800203907/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781800203907">https://learning.oreilly.com/library/view/~/9781800203907</a><br/>Format:&#160;Electronic Resources<br/> Deep learning with fastai cookbook leverage the easy-to-use fastai framework to unlock the power of deep learning ent://SD_ILS/0/SD_ILS:2329477 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Ryan, Mark, author.<br/><a href="https://learning.oreilly.com/library/view/~/9781800208100">https://learning.oreilly.com/library/view/~/9781800208100</a> <a href="https://learning.oreilly.com/library/view/~/9781800208100/?ar">https://learning.oreilly.com/library/view/~/9781800208100/?ar</a> <a href="https://go.oreilly.com/library-access/library/view/-/9781800208100/?ar">https://go.oreilly.com/library-access/library/view/-/9781800208100/?ar</a><br/>Format:&#160;Electronic Resources<br/> Advanced forecasting with Python : with state-of-the-art-models including LSTMs, Facebook's Prophet, and Amazon's DeepAR ent://SD_ILS/0/SD_ILS:2329317 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Korstanje, Joos.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781484271506/?ar">https://go.oreilly.com/library-access/library/view/-/9781484271506/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781484271506/?ar">https://learning.oreilly.com/library/view/~/9781484271506/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781484271506">https://learning.oreilly.com/library/view/~/9781484271506</a><br/>Format:&#160;Electronic Resources<br/> Data analytics made easy : use machine learning and data storytelling in your work without writing any code ent://SD_ILS/0/SD_ILS:2353796 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Mauro, Andrea de, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6719936">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Python data analysis : perform data collection, data processing, wrangling, visualization, and model building using Python ent://SD_ILS/0/SD_ILS:2351394 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Navlani, Avinash, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6462897">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Machine learning using tensorflow cookbook : create powerful machine learning algorithms, with tensorflow ent://SD_ILS/0/SD_ILS:2351412 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Audevart, Alexia, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6475963">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Automated machine learning with AutoKeras : deep learning made accessible for everyone with just few lines of coding ent://SD_ILS/0/SD_ILS:2356683 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Sobrecueva, Luis, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6611973">Click to View</a><br/>Format:&#160;Electronic Resources<br/> The tensorflow workshop : a hands-on guide to building deep learning models from scratch using real-world datasets ent://SD_ILS/0/SD_ILS:2356880 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Moocarme, Matthew, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6828344">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Smart and sustainable intelligent systems ent://SD_ILS/0/SD_ILS:2358093 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Gupta, Namita, editor.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6515758">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Business forecasting : the emerging role of artificial intelligence and machine learning ent://SD_ILS/0/SD_ILS:2358136 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Tashman, Len, 1942- editor.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6579254">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Advanced natural language processing with TensorFlow 2 : build effective real-world NLP applications using NER, RNNs, Seq2seq Models, Transformers, and more ent://SD_ILS/0/SD_ILS:2356643 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Bansal, Ashish, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6472599">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Machine learning algorithms and applications ent://SD_ILS/0/SD_ILS:2358184 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Sucharitha, G., editor.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6697071">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Classification of contradictory opinions in text using deep learning methods ent://SD_ILS/0/SD_ILS:2204245 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Oğul, İskender &Uuml;lgen, author.<br/><a href="https://hdl.handle.net/11147/11052">Access to Electronic Versiyon.</a><br/>Format:&#160;Manuscript<br/> Dive into deep learning: Release 0.7.1 ent://SD_ILS/0/SD_ILS:2140509 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Zhang, Aston, author.<br/><a href="https://catalog.iyte.edu.tr/files/kitap/Dive_into_Deep_Learning.pdf">An electronic book accessible through the World Wide Web; click for information.</a> <a href="http://d2l.ai/">An 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machine learning, and deep learning ent://SD_ILS/0/SD_ILS:2221291 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Campesato, Oswald, author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6032875">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Information discovery with machine intelligence for language ent://SD_ILS/0/SD_ILS:2237700 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Wang, Shuyi, editor.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6423588">Click to View</a><br/>Format:&#160;Electronic Resources<br/> AI and machine learning ent://SD_ILS/0/SD_ILS:2237499 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Rahman, Was, 1965- author.<br/><a href="https://ebookcentral.proquest.com/lib/iyte/detail.action?docID=6304323">Click to View</a><br/>Format:&#160;Electronic Resources<br/> Machine learning for future wireless communications ent://SD_ILS/0/SD_ILS:2274002 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z 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Deep learning illustrated : a visual, interactive guide to artificial intelligence ent://SD_ILS/0/SD_ILS:2321693 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;Krohn, Jon, author.<br/><a href="https://learning.oreilly.com/library/view/~/9780135116821/?ar">https://learning.oreilly.com/library/view/~/9780135116821/?ar</a> <a href="https://go.oreilly.com/library-access/library/view/-/9780135116821/?ar">https://go.oreilly.com/library-access/library/view/-/9780135116821/?ar</a><br/>Format:&#160;Electronic Resources<br/> Machine learning with SAS Viya ent://SD_ILS/0/SD_ILS:2324646 2024-05-28T19:34:04Z 2024-05-28T19:34:04Z by&#160;SAS Institute.<br/><a href="https://go.oreilly.com/library-access/library/view/-/9781951685379/?ar">https://go.oreilly.com/library-access/library/view/-/9781951685379/?ar</a> <a href="https://learning.oreilly.com/library/view/~/9781951685379">https://learning.oreilly.com/library/view/~/9781951685379</a> <a 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