Search result for Linear models Online Courses & Certifications
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Browser-based Models with TensorFlow.js
by Laurence Moroney- 4.7
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Approx. 17 hours to complete
In this first course, you’ll train and run machine learning models in any browser using TensorFlow. Converting Models to JSON Format js Models Converting Models to JavaScript Converting Models to JavaScript In Code Linear Example In Code Linear Model Transfer Learning with Pre-Trained Models...
Feature Engineering for Machine Learning
by Soledad Galli- 4.7
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10.5 hours on-demand video
Transform the variables in your data and build better performing machine learning models At the end of the course, you will be able to implement all your feature engineering steps in a single and elegant pipeline, which will allow you to put your predictive models into production with maximum efficiency....
$14.99
AI Workflow: Business Priorities and Data Ingestion
by Mark J Grover , Ray Lopez, Ph.D.- 4.3
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Approx. 8 hours to complete
Specifically, the courses in this specialization are meant for practicing data scientists who are knowledgeable about probability, statistics, linear algebra, and Python tooling for data science and machine learning. Advantages and Disadvantages of Process Models Data Science Process Models Process Models & Design Thinking: Check for Understanding...
Fundamentals of Data Science & Machine Learning with Python
by Aditya Khedkar- 4.2
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5 hours on-demand video
In this section, you will learn different machine learning models from which you can train your data and find insights from it. Machine Learning Models - Simple and Multiple Linear Regression, Advance Linear Regression, Decision Tree, SVM, K-means Clustering Supervised and Unsupervised machine learning models...
$12.99
2020 Complete Pyomo Bootcamp: Python Optimization Beginners
by Optimization Team- 4.3
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4 hours on-demand video
Write simple and complex pyomo models Build a complete understanding of Pyomo models from the ground up! Linear programming, Mixed Integer programming, Quadratic programming, Non-linear Programming...
$11.99
Financial Mathematics - Theory of Interest & Cashflow Models
by Michael Jordan- 4.8
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3 hours on-demand video
Linear Interpolation Stochastic Interest Rate Models Lognormal Interest Rate Models Single Factor Models Stochastic Interest Rate Models...
$12.99
Launching into Machine Learning
by Google Cloud Training- 4.6
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Approx. 22 hours to complete
Optimize and evaluate models using loss functions and performance metrics Short History of ML: Linear Regression Lab Intro: Introduction to Linear Regression Linear Regression Defining ML Models Generalization and ML Models Generalization and ML Models...
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Data Mining with Rattle
by Geoffrey Hubona, Ph.D.- 3.8
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15 hours on-demand video
These include: data exploration and visualization; testing data for random variable family characteristics and distributional assumptions; transforming data by scale or by data type; performing cluster analyses; creating, analyzing and interpreting association rules; and creating and evaluating predictive models that may utilize: regression; generalized linear modeling (GLMs); decision trees; recursive partitioning; random forests; boosting; and/or support vector machine (SVM) paradigms....
$11.99
Introduction to Self-Driving Cars
by Steven Waslander , Jonathan Kelly- 4.7
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Approx. 35 hours to complete
You will construct longitudinal and lateral dynamic models for a vehicle and create controllers that regulate speed and path tracking performance using Python. 0, familiarity with Linear Algebra (matrices, vectors, matrix multiplication, rank, Eigenvalues and vectors and inverses), Statistics (Gaussian probability distributions), Calculus and Physics (forces, moments, inertia, Newton's Laws)....
Neural Networks in Python: Deep Learning for Beginners
by Start-Tech Academy- 4.2
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9 hours on-demand video
Build predictive deep learning models using Keras & Tensorflow| Python Create Neural network models in Python using Keras and Tensorflow libraries and analyze their results. In this part you will learn how to create ANN models in Python. Part 5 - Classic ML technique - Linear RegressionThis section starts with simple linear regression and then covers multiple linear regression....
$12.99
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