Search result for Machine learning models Online Courses & Certifications
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Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. When applied to deep learning, Bayesian methods allow you to compress your models a hundred folds, and automatically tune hyperparameters, saving your time and money. Latent Variable Models Latent Variable Models and EM algorithm GP for machine learning...
Advanced Machine Learning & Data Analysis Projects Bootcamp
by Mammoth Interactive- 4.4
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20.5 hours on-demand video
Build advanced projects using machine learning including advanced the MNIST database with neuron functions. Machine learning is a machine’s ability to make decisions or predictions based on previous exposure to data and extensive training. There are 4 main components to building a machine learning program: data gathering and formatting, model building, training, and testing and evaluating...
$12.99
Bayesian Machine Learning in Python: A/B Testing
by Lazy Programmer Inc.- 4.6
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10.5 hours on-demand video
It’s also powerful, and many machine learning experts often make statements about how they “subscribe to the Bayesian school of thought”. You’ll learn these fundamental tools of the Bayesian method - through the example of A/B testing - and then you’ll be able to carry those Bayesian techniques to more advanced machine learning models in the future....
$14.99
Deep Learning Prerequisites: Linear Regression in Python
by Lazy Programmer Inc.- 4.6
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6.5 hours on-demand video
In the next section, we will extend 1-D linear regression to any-dimensional linear regression - in other words, how to create a machine learning model that can learn from multiple inputs. Finally, we will discuss some practical machine learning issues that you want to be mindful of when you perform data analysis, such as generalization, overfitting, train-test splits, and so on....
$17.99
Python Data Analysis & Visualization Bootcamp
by Siranjeevi - Python Data Analysis and Visualization- 4.3
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8 hours on-demand video
Build machine learning models using scikit-learn Then we will introduce you to another open-source library, scikit-learn, and we will use some of its machine learning algorithms to build smart models and make cool predictions....
$24.99
Basic Data Processing and Visualization
by Julian McAuley , Ilkay Altintas- 4.3
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Approx. 11 hours to complete
This course will introduce you to the field of data science and prepare you for the next three courses in the Specialization: Design Thinking and Predictive Analytics for Data Products, Meaningful Predictive Modeling, and Deploying Machine Learning Models....
Introduction to Predictive Analytics using Python
by Dr Johannes De Smedt , Obinna Unigwe , Sofia Varypati , Dr Xuefei Lu- 0.0
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6 Weeks
This course is the first in the MicroMasters program and will prepare you for modeling classification and regression problems with statistical and machine learning methods. Clean datasets to prevent data quality issues in your models Implement linear and logistic refression models using real-life data...
$150
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Complete Tensorflow 2 and Keras Deep Learning Bootcamp
by Jose Portilla- 4.7
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19 hours on-demand video
Learn to use Python for Deep Learning with Google's latest Tensorflow 2 library and Keras! Keras, a user-friendly API standard for machine learning, will be the central high-level API used to build and train models. incorporates a number of features that enables the definition and training of state of the art models without sacrificing speed or performance...
$17.99
PyTorch for Deep Learning and Computer Vision
by Rayan Slim- 4.5
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10.5 hours on-demand video
Build Highly Sophisticated Deep Learning and Computer Vision Applications with PyTorch Implement Machine and Deep Learning applications with PyTorch Build complex models through the applied theme of advanced imagery and Computer Vision Learn to solve complex problems in Computer Vision by harnessing highly sophisticated pre-trained models Anyone with an interest in Deep Learning and Computer Vision...
$9.99
Artificial Neural Networks for Business Managers in R Studio
by Start-Tech Academy- 4.4
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7.5 hours on-demand video
It’s a popular language for Machine Learning at top tech firms. Put simply, machine learning and data mining use the same algorithms and techniques as data mining, except the kinds of predictions vary. While data mining discovers previously unknown patterns and knowledge, machine learning reproduces known patterns and knowledge—and further automatically applies that information to data, decision-making, and actions....
$12.99
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