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[DOCX File]Appendix: Project Guidelines - NUS BBA - BBA
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Basics of Python programming. Data structures and flow control. Functions and packages. Data analysis with Python. Analytical tools: NumPy, SciPy, Pandas. Data visualization: Matplotlib. Data collection and cleaning. Statistical inference. Sampling and inference. Confidence intervals. Hypothesis testing. Linear regression. Model assumptions and ...
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[DOCX File]Welcome to Central University of Punjab, Bathinda
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Python Packages for Data Sciences: Mathematical and Statistical Analysis with NumPy, Manuplating and Visulisation of Data with SciPy, shaping, merging, reshaping, slicing datasets and Data structure with Pandas Library, 2d Plot with matplotlib and seaborn, Learning Package: sklearn
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[DOC File]Virginia Tech
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NLTK is a leading platform for building Python programs to work with human language data. Scikit-learn is a Python module integrating classic machine learning algorithms in the tightly-knit scientific Python world (numpy, scipy, matplotlib). Pre-requisites: System Requirements. Python Interpreter 2.7
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[DOCX File]L'Oberta en Obert: Home
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Scipy: it builds on the NumPy array object and is part of the NumPy stack. SciPy contains modules for optimization, linear algebra, integration, interpolation, special functions, FFT, signal and image processing, ODE solvers. Numpy: It stands for 'Numerical Python'.
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[DOC File]WordPress.com
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The procedure for linear regression is different and simpler than that for multiple linear regression, so it is a good place to start. In this section we are going to create a simple linear regression model from our training data, then make predictions for our training data to get an idea of how well the model learned the relationship in the data.
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[DOCX File]Lakshya Training - India
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Overview of Python. Introduction to Python Editors & IDE's. ... Solving Linear Algebra problem using SciPy. Session 9 - 11. Introduction to Pandas. Understanding Data Frame. ... Linear Regression. Decision Tree. Random Forest. Logistic Regression. Naïve Bayes. KNN. SVM. Session. 24-25. K-means Clustering. PCA.
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[DOCX File]Table of Contents - Virginia Tech
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shows the Linear Regression module. In the navigation menu to the left, the Linear Regression link has been expanded to show the module sections. These are Motivation, Overview, When to Use, Cost Function, Methods, Code, Conclusion, and References. The Methods section also includes two subsections: Ordinary Least Squares and Gradient Descent.
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[DOCX File]DATA SCIENCE ONLINE TRAINING
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DATA SCIENCE ONLINE TRAINING. DATA SCIENCE ONLINE TRAINING. USA – +1-904-304-2519IND - +91-9849038359www.iqonlinetraining.com. USA – + 1-904-304-2519
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Python linear regression scipy