Displaying results 41 - 60 of 5,942 results for "udacity machine learning unsupervised learning"
AI Applications in Marketing and Finance
AI For BusinessCost $99 · . Course Length: 20 hours estimated
In this course, you will learn about AI-powered applications that can enhance the customer journey and extend the customer lifecycle. You will learn how this AI-powered data can enable you to analyze consumer habits and maximize their potential to target your...
Offered through Coursera | and created by University of Pennsylvania | Taught by Michael R Roberts, Raghu Iyengar, Kartik Hosanagar
Deep Learning
. Course Length: 0 hours estimated
Machine learning is one of the fastest-growing and most exciting fields out there, and deep learning represents its true bleeding edge. In this course, you’ll develop a clear understanding of the motivation for deep learning, and design intelligent systems that...
Offered through Udacity | Taught by Vincent Vanhoucke, Arpan Chakraborty
Introduction to Topic Modelling in R
Cost $9 · . Course Length: 1 hours estimated
By the end of this project, you will know how to load and pre-process a data set of text documents by converting the data set into a document feature matrix and reducing it’s dimensionality. You will also know how to run an unsupervised machine learning LDA...
Offered through Coursera | and created by Coursera Project Network | Taught by Nicole Baerg
Quantum Machine Learning
Cost $49 · . Course Length: 72 hours estimated
The pace of development in quantum computing mirrors the rapid advances made in machine learning and artificial intelligence. It is natural to ask whether quantum technologies could boost learning algorithms: this field of inquiry is called quantum-enhanced...
Offered through edX | and created by University of TorontoX, University of Toronto | Taught by Peter Wittek
Reducing Complexity in Data
Feature EngineeringCost $35 · . Course Length: 3 hours estimated
Machine learning techniques have grown significantly more powerful in recent years, but excessive complexity in data is still a major problem. There are several reasons for this - distinguishing signal from noise gets harder with more complex data, and the risks...
Offered through Pluralsight | Taught by Janani Ravi
Advanced Machine Learning and Signal Processing
Advanced Data Science with IBMRated 4.1★ stars based on | 89 ratings · . Cost $79 · . Course Length: 20 hours estimated
>>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can access the license in the Resources area <<< This course, Advanced Machine Learning and Signal Processing, is part of the IBM Advanced Data...
Offered through Coursera | and created by IBM, IBM Skills Network | Taught by Romeo Kienzler, Nikolay Manchev
Specialized Models: Time Series and Survival Analysis
IBM Machine LearningCost $49 · . Course Length: 20 hours estimated
This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference....
Offered through Coursera | and created by IBM, IBM Skills Network | Taught by Mark J Grover, Miguel Maldonado
Big Data Analytics Using Spark
Data ScienceRated 1.0★ stars based on | 1 ratings · . Cost $350 · . Course Length: 15 hours estimated
In data science, data is called "big" if it cannot fit into the memory of a single standard laptop or workstation. The analysis of big datasets requires using a cluster of tens, hundreds or thousands of computers. Effectively using such clusters requires the use...
Offered through edX | and created by The University of California San Diego, UC San DiegoX, UCSanDiegoX , and others | Taught by Yoav Freund
Reinforcement Learning
. Course Length: 0 hours estimated
You should take this course if you have an interest in machine learning and the desire to engage with it from a theoretical perspective. Through a combination of classic papers and more recent work, you will explore automated decision-making from a...
Offered through Udacity | Taught by Charles Isbell, Michael Littman, Chris Pryby
Unsupervised Text Classification for Marketing Analytics
Text Marketing AnalyticsCost $99 · . Course Length: 24 hours estimated
Marketing data is often so big that humans cannot read or analyze a representative sample of it to understand what insights might lie within. In this course, learners use unsupervised deep learning to train algorithms to extract topics and insights from text data....
Offered through Coursera | and created by University of Colorado Boulder | Taught by Chris J. Vargo, Scott Bradley
Intro to Machine Learning
. Course Length: 0 hours estimated
Machine Learning is a first-class ticket to the most exciting careers in data analysis today. As data sources proliferate along with the computing power to process them, going straight to the data is one of the most straightforward ways to quickly gain insights...
Offered through Udacity | Taught by Katie Malone, Sebastian Thrun
How Entrepreneurs in Emerging Markets can master the Blockchain Technology
Fintech Startups in Emerging MarketsRated 5.0★ stars based on | 4 ratings · . Cost $39 · . Course Length: 20 hours estimated
In this course, you will gain a thorough understanding of the blockchain and distributed ledger technologies, including an introduction to the necessary foundations in cryptography. The course will discuss blockchain as a distributed ledger and introduce...
Offered through Coursera | and created by University of Cape Town | Taught by Co-Pierre Georg
Eigenvectors and Eigenvalues
. Course Length: 0 hours estimated
One of the most interesting topics to visualize in Linear Algebra are Eigenvectors and Eigenvalues. Here you will learn how to easily calculate them and how they are applicable and particularly interesting when it comes to machine learning implementations. ...
Offered through Udacity | Taught by Ortal Arel
Intro to Descriptive Statistics
. Course Length: 0 hours estimated
Statistics is an important field of math that is used to analyze, interpret, and predict outcomes from data. Descriptive statistics will teach you the basic concepts used to describe data. This is a great beginner course for those interested in Data Science,...
Offered through Udacity | Taught by Ronald Rogers, Katie Kormanik, Sean Laraway
Unsupervised Algorithms in Machine Learning
Machine Learning: Theory and Hands-on Practice with PythonCost $99 · . Course Length: 35 hours estimated
One of the most useful areas in machine learning is discovering hidden patterns from unlabeled data. Add the fundamentals of this in-demand skill to your Data Science toolkit. In this course, we will learn selected unsupervised learning methods for dimensionality...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Geena Kim
Image Segmentation with Python and Unsupervised Learning
Cost $9 · . Course Length: 1 hours estimated
In this one hour long project-based course, you will tackle a real-world problem in computer vision called segmentation. Segmentation means taking an image and partitioning it into different regions that capture the different elements of interest in the...
Offered through Coursera | and created by Coursera Project Network | Taught by Daniel Romaniuk
Machine Learning for Trading
. Course Length: 0 hours estimated
This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering to market orders. The focus is on how to apply probabilistic machine learning...
Offered through Udacity | Taught by Tucker Balch, Arpan Chakraborty
Expediting Deep Learning with Transfer Learning: PyTorch Playbook
Building Deep Learning Solutions with PyTorchCost $35 · . Course Length: 1 hours estimated
Transfer learning refers to the re-use of a trained machine learning model for a similar problem, keeping the model architecture unchanged, but potentially altering the model’s weights. In this course, Expediting Deep Learning with Transfer Learning
Offered through Pluralsight | Taught by Janani Ravi
Practical Predictive Analytics: Models and Methods
Data Science at ScaleRated 3.6★ stars based on | 56 ratings · . Cost $79 · . Course Length: 30 hours estimated
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. You will also explore the common pitfalls in interpreting statistical arguments,...
Offered through Coursera | and created by University of Washington | Taught by Bill Howe
Introduction to Scientific Machine Learning
Cost $250 · . Course Length: 99 hours estimated
This course provides an introduction to data analytics for individuals with no prior knowledge of data science or machine learning. The course starts with an extensive review of probability theory as the language of uncertainty, discusses Monte Carlo sampling for...
Offered through edX | and created by Purdue University | Taught by Ilias Bilionis