Search result for Regression and classification Online Courses & Certifications
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Decision Trees, Random Forests, Bagging & XGBoost: R Studio
by Start-Tech Academy- 4.5
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6 hours on-demand video
Decision Trees and Ensembling techinques in R studio. The course is taught by Abhishek and Pukhraj. In the end we will create and plot a simple Regression decision 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...
$12.99
Deep Learning Fundamentals with Keras
by Alex Aklson- 0.0
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5 Weeks
What are supervised and unsupervised deep learning models? How to use Keras to build, train, and test deep learning models? The demand fordeep learning skills-- and the job salaries of deep learning practitioners -- arecontinuing to grow, as AI becomes more pervasive in our societies. You will learn about neural networks and how theylearn and update their weights and biases....
$99
Deep Learning Fundamentals with Keras
by Alex Aklson- 0.0
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5 Weeks
How do neural networks learn and what are activation functions? What are deep learning libraries and how do they compare to one another? What are supervised and unsupervised deep learning models? How to use Keras to build, train, and test deep learning models? You will learn about neural networks and how theylearn and update their weights and biases....
$99
Learning Path: R: Complete Machine Learning & Deep Learning
by Packt Publishing- 4.2
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17.5 hours on-demand video
Are you looking to gain in-depth knowledge of machine learning and deep learning? Finally, you will learn about the applications of deep learning in various fields and understand the practical implementations of scalability, HPC, and feature engineering. Yu-Wei, Chiu (David Chiu) is the founder of LargitData, a startup company that mainly focuses on providing Big Data and machine learning products....
$12.99
Advanced Predictive Techniques with Scikit-Learn& TensorFlow
by Packt Publishing- 4.1
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3.5 hours on-demand video
Improve the performance predictive models, build more complex models and use techniques to improve quality of your predi In this course, you will learn how to use ensemble methods to improve accuracy in classification and regression problems. in Quantitative Economics and a M. Predictive Analytics is a topic in which he has both professional and teaching experience....
$12.99
The Complete Guide to TensorFlow 1.x
by Packt Publishing- 4
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2.5 hours on-demand video
Next, you will learn the different techniques of machine learning such as clustering, linear regression, and logistic regression with the help of real-world projects and examples. More recently, he's been working in the field of fraud pattern detection with neural networks, and is currently working on signal classification using ML techniques....
$9.99
Machine Learning, Data Science and Deep Learning with Python
by Sundog Education by Frank Kane- 4.7
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15.5 hours on-demand video
Complete hands-on machine learning tutorial with data science, Tensorflow, artificial intelligence, and neural networks New! Updated for 2021 with extra content on generative models: variational auto-encoders (VAE's) and generative adversarial models (GAN's) We'll cover the machine learning, AI, and data mining techniques real employers are looking for, including: Image recognition and classification Make predictions using linear regression, polynomial regression, and multivariate regression...
$14.99
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PySpark Essentials for Data Scientists (Big Data + Python)
by Layla AI- 4.5
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16 hours on-demand video
Use machine learning to predict optimal cement strength and the factors that affect it Integrate a UI to monitor your model training and development process with MLflow Theory and application of cutting edge data science algorithms Manipulate, Join and Aggregate Dataframes in Spark with Python Classification & Regression Techniques...
$12.99
Learning Path: OpenCV: Real-Time Computer Vision with OpenCV
by Packt Publishing- 4.4
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5.5 hours on-demand video
Next, we’ll teach you how to work with the various OpenCV modules for statistical modeling and machine learning. You’ll start by preparing your data for analysis, learn about supervised and unsupervised learning, and see how to use them. Prateek Joshi is an artificial intelligence researcher, published author of five books, and TEDx speaker....
$11.99
Text Mining and Analytics
by ChengXiang Zhai- 4.5
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Approx. 33 hours to complete
1 Overview Text Mining and Analytics: Part 1 5 Opinion Mining and Sentiment Analysis: Motivation 6 Opinion Mining and Sentiment Analysis: Sentiment Classification 7 Opinion Mining and Sentiment Analysis: Ordinal Logistic Regression 1 Opinion Mining and Sentiment Analysis: Latent Aspect Rating Analysis Part 1 2 Opinion Mining and Sentiment Analysis: Latent Aspect Rating Analysis Part 2...
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