Search result for Regression and classification Online Courses & Certifications
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Ensemble Machine Learning in Python : Adaboost, XGBoost
by Ankit Mistry- 4.4
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4 hours on-demand video
So welcome to my course on and Ensemble Machine learning with Python. One of the most useful technique in machine learning to balance bias and variance. At the end of this course you will be able to apply ensemble learning technique on various different data set for regression and classification problem....
$11.99
Decision Trees, Random Forests, AdaBoost & XGBoost in Python
by Start-Tech Academy- 4.2
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7 hours on-demand video
Decision Trees and Ensembling techniques in Python. 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...
$11.99
Scalable Machine Learning on Big Data using Apache Spark
by Romeo Kienzler- 3.8
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Approx. 7 hours to complete
This course will empower you with the skills to scale data science and machine learning (ML) tasks on Big Data sets using Apache Spark. Most real world machine learning work involves very large data sets that go beyond the CPU, memory and storage limitations of a single computer. Resilient Distributed Dataset and DataFrames - ApacheSparkSQL...
Marketing Analytics Capstone Project
by David Schweidel- 3.8
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Approx. 11 hours to complete
By the end of this capstone project, you will have conducted exploratory data analysis, examined pairwise relationships among different variables, and developed and tested a predictive model to solve a marketing analytics problem. Data Preparation and Model Building Logistic Regression Practice Model Validation and Comparison Logistic Regression...
Linear Regression and Logistic Regression in Python
by Start-Tech Academy- 4.1
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8.5 hours on-demand video
Linear Regression and Logistic Regression for beginners Confidently model and solve regression and classification problems This section starts with simple linear regression and then covers multiple linear regression. Understanding of Linear and Logistic Regression modelling - Having a good knowledge of Linear and Logistic Regression gives you a solid understanding of how machine learning works....
$12.99
Social Media Data Analytics
by Chirag Shah- 4.1
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Approx. 13 hours to complete
- Utilize various Application Programming Interface (API) services to collect data from different social media sources such as YouTube, Twitter, and Flickr. - Process the collected data - primarily structured - using methods involving correlation, regression, and classification to derive insights about the sources and people who generated that data. - Marketing and Public Relations...
Data Science: Deep Learning and Neural Networks in Python
by Lazy Programmer Inc.- 4.6
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11 hours on-demand video
We extend the previous binary classification model to multiple classes using the softmax function, and we derive the very important training method called "backpropagation" using first principles. We go beyond basic models like logistic regression and linear regression and I show you something that automatically learns features. Be familiar with basic linear models such as linear regression and logistic regression...
$14.99
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Statistical Thinking for Data Science and Analytics
by Andrew Gelman , David Madigan , Lauren Hannah , Eva Ascarza- 0.0
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5 Weeks
This statistics and data analysis course will pave the statistical foundation for our discussion on data science. You will learn how data scientists exercise statistical thinking in designing data collection, derive insights from visualizing data, obtain supporting evidence for data-based decisions and construct models for predicting future trends from data. Data classification to identify key traits and customers...
$99
Deep Learning with Tensorflow
by Saeed Aghabozorgi , Romeo Kienzler , Samaya Madhavan- 0.0
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5 Weeks
Think images, sound, and textual data. Starting with a simple “Hello Word” example, throughout the course you will be able to see how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions. Describe how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions....
$99
Machine Learning in JavaScript with TensorFlow.js
by tech.courses team- 4.4
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6.5 hours on-demand video
Master machine learning with JavaScript and TensorFlowJS. We will guide you through complex topics in a practical way, and reinforce learning with in-depth labs and quizzes. Each example builds on the one before it, to reinforce learning in easy and steady steps. This is demonstrated using web based examples, stunning visualisations and custom website components....
$18.99
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