Well File:

educational technology


Using Learning Analytics to Predict Cheating Has Been Going on for Longer Than You Think

#artificialintelligence

Matt is currently an Instructional Designer II at Orbis Education and a Part-Time Instructor at the University of Texas Rio Grande Valley. Previously he worked as a Learning Innovation Researcher with the UT Arlington LINK Research Lab. His work focuses on learning theory, Heutagogy, and learner agency. Matt holds a Ph.D. in Learning Technologies from the University of North Texas, a Master of Education in Educational Technology from UT Brownsville, and a Bachelors of Science in Education from Baylor University. His research interests include instructional design, learning pathways, sociocultural theory, heutagogy, virtual reality, and open networked learning.


Machine Learning using Python Programming

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'Machine Learning is all about how a machine with an artificial intelligence learns like a human being' Welcome to the course on Machine Learning and Implementing it using Python 3. As the title says, this course recommends to have a basic knowledge in Python 3 to grasp the implementation part easily but it is not compulsory. This course has strong content on the core concepts of ML such as it's features, the steps involved in building a ML Model - Data Preprocessing, Finetuning the Model, Overfitting, Underfitting, Bias, Variance, Confusion Matrix and performance measures of a ML Model. We'll understand the importance of many preprocessing techniques such as Binarization, MinMaxScaler, Standard Scaler We can implement many ML Algorithms in Python using scikit-learn library in a few lines. Can't we? Yet, that won't help us to understand the algorithms. Hence, in this course, we'll first look into understanding the mathematics and concepts behind the algorithms and then, we'll implement the same in Python.


Free Machine Learning Tutorial - New in Big Data: Apache HiveMall - Machine Learning with SQL

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Elena works in the field of Natural Language Processing. She graduated with a degree from Saint-Petersburg State University in Russia first and then acquired PhD from Macquarie University in Sydney, Australia, where she works currently. Now she applies theoretical concepts developed in the field of Natural Language Processing to solve business problems of different big and small enterprises. As an early adopter of BigData tools and concepts she finds existing BigData frameworks to be attractive means of working with data. She started using such tools and advising other people to adopt BigData concepts way before Hadoop, Spark and other related technologies became "must to know" tools for many IT professionals.


Data Science Interview Questions & Answers

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Uplatz provides this frequently asked list of Data Science Interview Questions and Answers to help you prepare for the Data Scientist and Machine Learning Engineer interviews. This comprehensive list of important data science interview questions and answers might play a significant role in shaping your career and helping you get your next dream job. You can get into the mainstream of the Data Science world learning from this powerful set of Data Science interview questions. Data Science can be defined as multidisciplinary blend of trends prediction, data inference, algorithm development, and technology to solve analytically complex problems. At the core of data science is nothing but data.


WHAT CAN WE DO WITH ARTIFICIAL INTELLIGENCE?

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Today, artificial intelligence is used for a wide range of activities in different fields and industries. From education, healthcare, and entertainment to finance, electronic trading platforms, e-commerce platforms, transportation, and more, you'll find how artificial intelligence finds many applications in our lives today. No wonder why many aspiring job seekers want to learn artificial intelligence to enter a promising field that's changing almost every aspect of our lives significantly and is predicted to continue doing so in the future, albeit in a much more extensive way. If you're planning to get AI training and wondering what you can do with artificial intelligence, here are the top three domains that you may target (though the list isn't exclusive as you can have a lot more choices, as mentioned earlier): Artificial Intelligence is changing e-learning drastically. You can use AI to personalize learning for every individual student.


Hewlett Packard Acquires AI Company Co-founded by Machine Learning Professor

CMU School of Computer Science

A machine learning technology company co-founded by Ameet Talwalkar, an assistant professor in the Machine Learning Department at Carnegie Mellon University's School of Computer Science, will join Hewlett Packard Enterprise (HPE). Determined AI, a San Francisco-based startup, builds software that trains artificial intelligence models more quickly and at scale using its open-source machine learning platform. Talwalkar is chief scientist at Determined AI, which he co-founded in 2017 with Neil Conway and Evan Sparks. "We are thrilled about the opportunity to partner with HPE to deliver co-designed software and hardware and tackle some of society's most pressing challenges," the founders wrote in a blog post announcing the acquisition. "HPE shares our vision that driving an open standard for AI software infrastructure is the fastest way for the industry to realize the potential of AI."


Data Science Real World Projects in Python

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Are you looking to land a top-paying job in Data Science? Or are you a seasoned AI practitioner who want to take your career to the next level? Or are you an aspiring data scientist who wants to get Hands-on Data Science and Artificial Intelligence? If the answer is yes to any of these questions, then this course is for you! Data Science is one of the hottest tech fields to be in right now! The field is exploding with opportunities and career prospects.


Data Science Interview Questions and Answers ($19.99 to FREE)

#artificialintelligence

Uplatz provides this frequently asked list of Data Science Interview Questions and Answers to help you prepare for the Data Scientist and Machine Learning Engineer interviews. This comprehensive list of important data science interview questions and answers might play a significant role in shaping your career and helping you get your next dream job. You can get into the mainstream of the Data Science world learning from this powerful set of Data Science interview questions. Data Science can be defined as multidisciplinary blend of trends prediction, data inference, algorithm development, and technology to solve analytically complex problems. At the core of data science is nothing but data.


Machine learning enhances non-verbal communication in online classrooms

#artificialintelligence

June 21, 2021--Researchers in the Center for Research on Entertainment and Learning (CREL) at the University of California San Diego have developed a system to analyze and track eye movements to enhance teaching in tomorrow's virtual classrooms – and perhaps future virtual concert halls. UC San Diego music and computer science professor Shlomo Dubnov, an expert in computer music who directs the Qualcomm Institute-based CREL, began developing the new tool to deal with a downside of teaching music over Zoom during the COVID-19 pandemic. "In a music classroom, non-verbal communication such as facial affect and body gestures is critical to keep students on task, coordinate musical flow and communicate improvisational ideas," said Dubnov. "Unfortunately, this non-verbal aspect of teaching and learning is dramatically hampered in the virtual classroom where you don't inhabit the same physical space." To overcome the problem, Dubnov and Ph.D. student Ross Greer recently published a conference paper on a system that uses eye tracking and machine learning to allow an educator to make'eye contact' with individual students or performers in disparate locations – and lets each student know when he or she is the focus of the teacher's attention.


Learn to code, build your own app or video game, and more with these $20 course bundles

Mashable

A certain world-dominating website might be having its biggest sale of the year, but it's far from the only place you can score major deals. In fact, you can't even find deals on things like online courses on the retail giant's site -- but you can below. For a limited time, these 12 course bundles are on sale for as little as $1.11 per course. Why not spend your money on bettering yourself this season? Experts consider Python to be one of the best programming languages for beginners, thanks to its straightforward syntax and minimal setup.