Search result for Regression and classification Online Courses & Certifications
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Introduction to Deep Learning
by Evgeny Sokolov , Зимовнов Андрей Вадимович , Alexander Panin , Ekaterina Lobacheva , Nikita Kazeev- 4.5
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Approx. 34 hours to complete
The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. Derivatives of MSE and cross-entropy loss functions....
Machine Learning for BI, PART 1: Data Profiling
by Maven Analytics- 4.7
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2 hours on-demand video
If you're excited to explore data science & machine learning but anxious about learning complex programming languages or intimidated by terms like "naive bayes", "logistic regression", "KNN" and "decision trees", you're in the right place. Unlike most data science and machine learning courses, you won't write a SINGLE LINE of code. Machine learning process, definition, and landscape...
$9.99
Financial Engineering and Artificial Intelligence in Python
by Lazy Programmer Team- 4.7
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20 hours on-demand video
Financial Analysis, Time Series Analysis, Portfolio Optimization, CAPM, Algorithmic Trading, Q-Learning, and MORE! Have you ever thought about what would happen if you combined the power of machine learning and artificial intelligence with financial engineering? Today, you can stop imagining, and start doing. Convex optimization with Linear Programming and Quadratic Programming...
$199.99
Master Machine Learning , Deep Learning with Python
by Vishal Kumar Singh- 4
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5 hours on-demand video
Enrol in the machine learning course and see for yourself that mastering machine learning can be simplified. Fundamentals of machine learning - Cost Functions, Labelled and Unlabelled data, Feature weights, Training and Testing Cross Validation. Linear Regression Classification - Concepts about True Positive, True Negative, Sensitivity, Specificity, Precision, ROC, AUC, Confusion Matrix...
$12.99
The Complete Machine Learning Course with Python
by Codestars by Rob Percival- 4.4
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17.5 hours on-demand video
Deep Learning and NLP Binary and multi-class classifications with deep learning Get the most up to date machine learning information possible, and get it in a single course! Understand the various regression, classification and other ml algorithms performance metrics such as R-squared, MSE, accuracy, confusion matrix, prevision, recall, etc. Use SVM for handwriting recognition, and classification problems in general...
$17.99
Complete Machine Learning & Data Science Bootcamp 2021
by Andrei Neagoie- 4.6
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42.5 hours on-demand video
Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more! - Image recognition and classification - Supervised Learning: Classification, Regression and Time Series Present Data Science projects to management and stakeholders Real life case studies and projects to understand how things are done in the real world Learn to perform Classification and Regression modelling...
$14.99
The 16-hour SPSS Pro: Analysis, Interpretation, and Write-Up
by Todd Bottom, Ph.D. - Founder Research Learning Center- 4.4
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17 hours on-demand video
16 Hours of Instruction From a 13 Year Researcher and College Instructor. simply start the lecture and get all of your information in one comprehensive lesson. Conduct three types of classification analyses with K-means cluster analysis, hierarchical cluster analysis, and ROC curves. How to conduct, interpret, and write results for three types of regression...
$9.99
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Artificial Neural Networks (ANN) with Keras in Python and R
by Start-Tech Academy- 4.2
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11 hours on-demand video
Understand Deep Learning and build Neural Networks using TensorFlow 2. and Keras in Python and R And after running the analysis, one should be able to judge how good the model is and interpret the results to actually be able to help the business. Part 3 - Creating Regression and Classification ANN model in Python and R...
$12.99
Feature Engineering for Machine Learning
by Soledad Galli- 4.7
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10.5 hours on-demand video
Transform the variables in your data and build better performing machine learning models So, you’ve made your first steps into data science, you know the most commonly used prediction models, you probably built a linear regression or a classification tree model. How to handle date and time variables How to handle mixed variables which contain strings and numbers...
$14.99
Complete Deep Learning In R With Keras & Others
by Minerva Singh- 4.2
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8 hours on-demand video
Deep Learning: Master Powerful Deep Learning Tools in R Like Keras, Mxnet, H2O and Others This course will give you a robust grounding in the main aspects of practical neural networks and deep learning. You will learn to apply these frameworks to real life data including credit card fraud data, tumor data, images among others for classification and regression applications....
$12.99
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