Search result for Regression and classification Online Courses & Certifications
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Artificial Intelligence II - Hands-On Neural Networks (Java)
by Holczer Balazs- 4.3
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5 hours on-demand video
Hopfield networks, neural networks, gradient descent and backpropagation algorithms explained step by step Artificial intelligence and machine learning are getting more and more popular nowadays. Applications ranges from regression problems to optical character recognition and face detection. backpropagation and gradient descent solving linear classification problems logical operators (AND and XOR operation)...
$12.99
Complete Data Science Course: Beginner to Advance
by Marufa Yasmin- 2.2
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2.5 hours on-demand video
Learn Data Science like a professional! Start as a beginner and go all the way to advanced from scratch. Classification Regression Big Data and Machine Learning In every part first you shall learn the basics and theory then we will cover the main topics. Classification Regression Big Data and Machine Learning...
$9.99
Deep Learning in Computer Vision
by Anton Konushin , Alexey Artemov- 3.8
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Approx. 13 hours to complete
We will cover both image and video recognition, including image classification and annotation, object recognition and image search, various object detection techniques, motion estimation, object tracking in video, human action recognition, and finally image stylization, editing and new image generation. Structure of human eye and vision Detection and classification of facial attributes...
Neural Networks and Deep Learning
by Andrew NgTop Instructor , Kian KatanforooshTop Instructor , Younes Bensouda MourriTop Instructor- 4.9
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Approx. 23 hours to complete
In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning. Binary Classification Logistic Regression Logistic Regression Cost Function Logistic Regression Gradient Descent Vectorizing Logistic Regression Explanation of Logistic Regression Cost Function (Optional) Forward and Backward Propagation...
Applied Data Science for Data Analysts
by Kevin Coyle , Mark Roepke , Emma Freeman- 4.2
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Approx. 16 hours to complete
You'll work through the data science process to and use unsupervised learning to explore data, engineer and select meaningful features, and solve complex supervised learning problems using tree-based models. Linear Regression Coefficients and P-values Classification Evaluation Label Imbalance and Sampling Model Generalization and Validation Set Apply hyperparameter tuning and cross-validation strategies to improve model performance....
Python Programming with Machine Learning & Deep Learning
by Get Certify- 3.3
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3 hours on-demand video
Learn Python like a Professional! Complete hands-on Machine learning with Pandas, Numpy and more Become a Python Programmer and learn one of employer's most requested skills of 2020! Debugging and Error Handling Deep Learning / Neural Networks (MLP's, CNN's, RNN's) with TensorFlow and Keras Data Visualization in Python with MatPlotLib and Seaborn Image recognition and classification...
$12.99
Machine Learning with Python: Data Science for Beginners
by TELCOMA Global 68,000+ Students!- 3.8
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11 hours on-demand video
Master Machine Learning using PythonDemystifying Artificial Intelligence, Machine Learning, Data ScienceExplore & Define a ML use caseML Business Solution BlueprintExplore Spyder, Pandas and NumPyImplement Data EngineeringExploratory Data Analysis Introduction to Statistics and Probability DistributionsLearn Machine Learning MethodologyUnderstand Supervised Learning Supervised LearningImplement Simple & Multiple Linear RegressionDecision TreesRegression & Classification Model EvaluationCross Validation, Hyperparameter Ensemble ModelingRandom Forest & XGBoost ...
$11.99
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Applied Data Science Capstone
by Joseph Santarcangelo , Alex Aklson- 4.7
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Approx. 10 hours to complete
You will learn about location data and different location data providers, such as Foursquare. Project Scenario and Overview Interactive Visual Analytics and Dashboard Interactive Visual Analytics and Dashboards Check Points: Interactive Visual Analytics and Dashboard Graded Quiz: Interactive Visual Analytics and Dashboard Credits and Acknowledgments Copyrights and Trademarks...
Practical Predictive Analytics: Models and Methods
by Bill Howe- 4.1
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Approx. 7 hours to complete
Statistical experiment design and analytics are at the heart of data science. In this course you will design statistical experiments and analyze the results using modern methods. Explain and apply a core set of classification methods of increasing complexity (rules, trees, random forests), and associated optimization methods (gradient descent and variants) Intuition for LASSO and Ridge Regression...
Machine Learning Classification Bootcamp in Python
by Dr. Ryan Ahmed, Ph.D., MBA- 4.5
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11.5 hours on-demand video
Students who enroll in this course will master machine learning classification models and can directly apply these skills to solve real world challenging problems. Implement classification algorithms in Scikit-Learn for K-Nearest Neighbors, Support Vector Machines (SVM), Decision Trees, Random Forest, Naive Bayes, and Logistic Regression Apply machine learning models to Healthcare applications such as Cancer and Kyphosis diseases classification...
$12.99
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