Search result for Classification models Online Courses & Certifications
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Decision Trees, Random Forests, AdaBoost & XGBoost in Python
by Start-Tech Academy- 4.2
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7 hours on-demand video
Section 4 - Simple Classification Tree This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python You'll have a thorough understanding of how to use Decision tree modelling to create predictive models and solve business problems....
$11.99
LEARNING PATH: Keras: Deep Learning with Keras
by Packt Publishing- 3.4
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8 hours on-demand video
Grasp all the knowledge you need to train your own deep learning models to solve different kinds of problems...
$9.99
Image Recognition for Beginners using CNN in R Studio
by Start-Tech Academy- 4.3
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6 hours on-demand video
Create CNN models in R using Keras and Tensorflow libraries and analyze their results. Have a clear understanding of Advanced Image Recognition models such as LeNet, GoogleNet, VGG16 etc. In this part you will learn how to create ANN models in R. We will start this section by creating an ANN model using Sequential API to solve a classification problem....
$12.99
Google Cloud Big Data and Machine Learning Fundamentals
by Google Cloud Training- 4.7
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Approx. 12 hours to complete
BigQuery ML: Create models with SQL Customizing Pre-built models with AutoML Demo: Text classification done three ways Additional resources to build custom models...
Mathematics & Statistics of Machine Learning & Data Science
by Cinnamon TechX- 4.2
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11 hours on-demand video
Deep learning models can achieve state-of-the-art accuracy, sometimes exceeding human-level performance. An example of one of these custom chips is Google's Tensor Processing Unit (TPU), the latest version of which accelerates the rate at which machine-learning models built using Google's TensorFlow software library can infer information from data, as well as the rate at which they can be trained....
$12.99
Introduction to Deep Learning
by Evgeny Sokolov , Зимовнов Андрей Вадимович , Alexander Panin , Ekaterina Lobacheva , Nikita Kazeev- 4.5
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Approx. 34 hours to complete
The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. Linear classification Linear models Generative models 101...
Unsupervised Learning with Python: Step-by-Step Tutorial!
by Packt Publishing- 2.8
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7.5 hours on-demand video
Unlike supervised machine learning, unsupervised machine learning methods cannot be applied to a regression or a classification problem as you have no idea what the values for the output data might be, making it impossible for you to train the algorithm the way you normally would. Gaussian Mixture Models Topic Modeling: Running the Models – Part 1...
$12.99
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Modeling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
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Approx. 21 hours to complete
Building effective models requires understanding the different types of questions you can ask and how to map those questions to your data. Classification...
Python & Machine Learning for Financial Analysis
by Dr. Ryan Ahmed, Ph.D., MBA- 4.5
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23 hours on-demand video
Master SciKit-Learn library to build, train and tune machine learning models using real-world datasets. Apply machine and deep learning models to solve real-world problems in the banking and finance sectors such as stock prices prediction, security news sentiment analysis, credit card fraud detection, bank customer segmentation, and loan default prediction....
$17.99
Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs
by Rajeev D. Ratan- 4.4
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14 hours on-demand video
Handwritten Digit Classification using MNIST Image Classification using CIFAR10 Using Pre-trained ImageNet Models to classify a 1000 object classes Age, Gender and Emotion Classification Advanced Deep Learning Computer Vision Techniques such as Transfer Learning and using pre-trained models (VGG, MobileNet, InceptionV3, ResNet50) on ImageNet and re-create popular CNNs such as AlexNet, LeNet, VGG and U-Net....
$19.99
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