Search result for Regression and classification Online Courses & Certifications
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How to easily use ANN for prediction mapping using GIS data?
by Dr. Omar AlThuwaynee- 4.7
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7.5 hours on-demand video
Artificial Neural Network (ANN) is one of the advanced Artificial Intelligence (AI) component, through many applications, vary from social, medical and applied engineering, ANN proves high reliability and validity enhanced by multiple setting options. Using ANN with Spatial data, increases the confidence in the obtained results, especially when it compare to regression or classification based techniques....
$11.99
Real data science problems with Python
by Francisco Juretig- 3.9
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7.5 hours on-demand video
Practice machine learning and data science with real problems This course explores a variety of machine learning and data science techniques using real life datasets/images/audio collected from several sources. Pure image processing using OpencCVConvolutional neural networks using Keras-TheanoLogistic and naive bayes classifiersAdaboost, Support Vector Machines for regression and classification, Random ForestsReal time video processing, Multilayer Perceptrons, Deep Neural Networks,etc....
$11.99
Data-driven Astronomy
by Tara Murphy , Simon Murphy- 4.8
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Approx. 24 hours to complete
Science is undergoing a data explosion, and astronomy is leading the way. Modern telescopes produce terabytes of data per observation, and the simulations required to model our observable Universe push supercomputers to their limits. Week 5: Learning from data: regression Week 6: Learning from data: classification Learning from data: regression Estimating redshifts using regression...
Time Series Analysis and Forecasting using Python
by Start-Tech Academy- 4.1
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13 hours on-demand video
Implement multivariate forecasting models based on Linear regression and Neural Networks. Theoretical concepts and use cases of different forecasting models Downloadable Code files containing data and solutions used in each lecture This section starts with simple linear regression and then covers multiple linear regression. Section 8 - Creating Regression and Classification ANN model in Python...
$12.99
Natural Language Processing (NLP) in Python with 8 Projects
by Ankit Mistry- 4.2
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10.5 hours on-demand video
4, 5, 6 : Spam Message Classification, Restaurant Review Prediction (Good or bad), IMDB, Amazon and Yelp review Classification 11, 12 : Text Classification with CNN & RNN In this section we will see how to apply advanced deep learning model like convolution neural networks and recurrent neural networks for text classification....
$11.99
AWS Machine Learning Certification Exam|2020 Complete Guide
by Dr. Ryan Ahmed, Ph.D., MBA- 4.5
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17 hours on-demand video
Update 01/02/2020: Section #13 on Machine Learning Implementation and Operations is released. Data types, Python Libraries (pandas, Numpy, scikit Learn, MatplotLib, Seaborn), data distributions, timeseries, Feature Engineering (imputation, binning, encoding, and normalization) AWS Services and Algorithms Image Classification (ResNet), IP Insights, K-Means Clustering, K-Nearest Neighbor (k-NN) Machine and Deep Learning Basics...
$9.99
Data Science Fundamentals For Beginners
by VIEH Group- 3.1
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1.5 hours on-demand video
Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data. Most of the businesses today are using Data Science to add value to their business operations and increase customer satisfaction and retention. Data Science Jobs and Skillsets...
$12.99
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Autonomous Cars: Deep Learning and Computer Vision in Python
by Sundog Education by Frank Kane- 4.2
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13 hours on-demand video
Learn OpenCV, Keras, object and lane detection, and traffic sign classification for self-driving cars Autonomous Cars: Computer Vision and Deep Learning However, these topics will be extensively covered during early course lectures; therefore, the course has no prerequisites, and is open to any student with basic programming knowledge. Linear regression and logistic regression...
$12.99
Machine Learning with Remote Sensing Data
by Spatial eLearning- 4.1
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1.5 hours on-demand video
Do you want to learn how to access, process and analyze remote sensing data using open source cloud-based platforms? I am a geospatial data scientist, instructor and author. I have over 15 plus years of experience in processing and analyzing real big Earth observation data from various sources including Landsat, MODIS, Sentinel-2, SRTM and other remote sensing products....
$11.99
Fundamentals of Data Science & Machine Learning with Python
by Aditya Khedkar- 4.2
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5 hours on-demand video
If I will tell the scope and future of data science in the World is very high and Data Scientist is the most in-demand profession today, I am sure you won’t trust. Understanding of the data science field and the type of analysis carried out based on project objectives Learn to perform Classification and Regression modelling...
$12.99
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