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TBDY-2018'e göre tasarlanmış planda A1 ve A3 düzensizliği bulunan betonarme bir binanın performans analizi /
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Shear Strengthening of T-beam with GFRP A Systematic Approach /
Published 2018Full-text access
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Python for Probability, Statistics, and Machine Learning
Published 2019Table of Contents: “…Introduction -- Part 1 Getting Started with Scientific Python -- Installation and Setup -- Numpy -- Matplotlib -- Ipython -- Jupyter Notebook -- Scipy -- Pandas -- Sympy -- Interfacing with Compiled Libraries -- Integrated Development Environments -- Quick Guide to Performance and Parallel Programming -- Other Resources -- Part 2 Probability -- Introduction -- Projection Methods -- Conditional Expectation as Projection -- Conditional Expectation and Mean Squared Error -- Worked Examples of Conditional Expectation and Mean Square Error Optimization -- Useful Distributions -- Information Entropy -- Moment Generating Functions -- Monte Carlo Sampling Methods -- Useful Inequalities -- Part 3 Statistics -- Python Modules for Statistics -- Types of Convergence -- Estimation Using Maximum Likelihood -- Hypothesis Testing and P-Values -- Confidence Intervals -- Linear Regression -- Maximum A-Posteriori -- Robust Statistics -- Bootstrapping -- Gauss Markov -- Nonparametric Methods -- Survival Analysis -- Part 4 Machine Learning -- Introduction -- Python Machine Learning Modules -- Theory of Learning -- Decision Trees -- Boosting Trees -- Logistic Regression -- Generalized Linear Models -- Regularization -- Support Vector Machines -- Dimensionality Reduction -- Clustering -- Ensemble Methods -- Deep Learning -- Notation -- References -- Index.…”
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İnovasyon yönetimi ve inovatif metaverse devrimi/
Published 2023Full-text access
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The Demographic and Development Divide in India A District-Level Analyses /
Published 2019Table of Contents: “…Maternal and Child Health in Districts of India: Deprivation and Disparities Basant Kumar Panda, Udaya S. Mishra and Subhakant Swain -- 8. …”
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