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Course Syllabus & Notes


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.


Machine learning enhances non-verbal communication in online classrooms

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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.


TensorFlow 2.x Essentials - 2021 Course

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TensorFlow 2.x is now one of the hottest demands in the Data Science market. Because of its customization, ability to handle big data, speed, development of machine learning, deep learning, and probabilistic models and model customization (research and development) make it has huge applications in the industries in the current world. This course covers modelling techniques using TensorFlow 2.x. We start with programming in TensorFlow 2.x which is the essential skill required and then we will do the necessary pre-processing to huge data. Then throughout the course, we will work on building a custom regression model using a gradient descent algorithm in TensorFlow.


A Complete Data Science Roadmap in 2021

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If you want to learn data science from scratch, the first thing you need to do is learn how to code. Pick a programming language (either Python or R), and start learning. I suggest starting out with Python because it is more widely used than R. It is also more general and highly flexible, and you will be able to make the transition to different domains (data analytics, web development) if you have Python knowledge. This DataCamp course will take you through exercises and teach you how to code in Python. What will you learn in this course?


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

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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.


Penn State will offer Artificial Intelligence courses online - Exoborg

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Penn State is officially becoming a member of the robot community. So, what exactly does this mean? The 63rd ranked university in the country is adding artificial intelligence (A.I.) to it's list of programs. The AI program will be offered online through their world Campus and it will be a 33 credit program. Penn State's AI program will be the first of it's kind in Penn State's history.


DRONES: THE BEGINNER COURSE

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IMPORTANT: THIS COURSE IS A TRANSLATION OF THE UDEMY COURSE IN PORTUGUESE "DRONES: APRENDA A PILOTAR E ABRA SEU NEGÓCIO". The drone market is very promising. And each country develops its own rules regarding the use of drones. To enter in this market the first thing to do is to find out about these rules. Also, understanding who are the drone manufactures and the drone models' applications it will help you to choose and purchase the best drone for your need.


Autonomous Cars: The Complete Computer Vision Course 2021

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If you're ready to take on a brand new challenge, and learn about AI techniques that you've never seen before in traditional supervised machine learning, unsupervised machine learning, or even deep learning, then this course is for you. Moreover, the course is packed with practical exercises that are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models. There are five big projects on healthcare problems and one small project to practice.


Deep Learning with TensorFlow

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Enthusiasm and determination to make your mark on the world! Enthusiasm and determination to make your mark on the world! TensorFlow is an end-to-end open-source machine learning / deep learning platform. It has a comprehensive ecosystem of libraries, tools, and community resources that lets AI/ML engineers, scientists, analysts build and deploy ML-powered deep learning applications. The name TensorFlow is derived from the operations which neural networks perform on multidimensional data arrays or tensors.


AI Workflow: Business Priorities and Data Ingestion

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You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. This first course in the IBM AI Enterprise Workflow Certification specialization introduces you to the scope of the specialization and prerequisites. Specifically, the courses in this specialization are meant for practicing data scientists who are knowledgeable about probability, statistics, linear algebra, and Python tooling for data science and machine learning. A hypothetical streaming media company will be introduced as your new client. You will be introduced to the concept of design thinking, IBMs framework for organizing large enterprise AI projects.