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 Instructional Material


Artificial Intelligence Outperforms Humans in Cervical Cancer Screening

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This webinar will provide a first-hand look at how Gradalis, a clinical-stage immunotherapy developer, is using an information management solution from L7 to streamline its research, clinical, and manufacturing operations.


Machine Learning: End-to-End guide for Java developers โ€“ The world's largest ebook library

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This course is the right resource for anyone with some knowledge of Java programming who wants to get started with Data Science and Machine learning as quickly as possible. If you want to gain meaningful insights from big data and develop intelligent applications using Java, this course is also a must-have. Machine Learning is one of the core area of Artificial Intelligence where computers are trained to self-learn, grow, change, and develop on their own without being explicitly programmed. This course demonstrates complex data extraction and statistical analysis techniques supported by Java, applying various machine learning methods, exploring machine learning sub-domains, and exploring real-world use cases such as recommendation systems, fraud detection, natural language processing, and more, using Java programming. The course begins with an introduction to data science and basic data science tasks such as data collection, data cleaning, data analysis, and data visualization.


Top 5 Resources for Data Science and Machine Learning

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Data is the new oil. And Machine Learning is the fire. Whoever controls these two will control the world. No, the above is not some pompous phrase picked up from a dystopian novel. The new world order is all about collecting vast amounts of relevant data and processing it into actionable insights -- something the human race hasn't been able to do in history.


Speedy Python 3 Developer - Create Calculator App in 1 hour

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Learn to use Python professionally, learning both Python 3! Application or Software Development. Learn to use Object Oriented Programming Build a complete understanding of Python from the ground up! Learn to use Python professionally, learning both Python 3! You're here because you're ready to learn Programming from basics i.e. This course is designed for beginners point of view and thus does not require any prior knowledge about programming or python. At OneLit we believe in knowledge and thus this course is designed to teach students with examples. You are on the go and want to instantly learn python programming from scratch and thus this course will help you in learning python from zero by developing a calculator application.


How to Accelerate Learning of Deep Neural Networks With Batch Normalization

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Batch normalization is a technique designed to automatically standardize the inputs to a layer in a deep learning neural network. Once implemented, batch normalization has the effect of dramatically accelerating the training process of a neural network, and in some cases improves the performance of the model via a modest regularization effect. In this tutorial, you will discover how to use batch normalization to accelerate the training of deep learning neural networks in Python with Keras. How to Accelerate Learning of Deep Neural Networks With Batch Normalization Photo by Angela and Andrew, some rights reserved. Keras provides support for batch normalization via the BatchNormalization layer.


IIT Hyderabad Introduces B.Tech in Artificial Intelligence for the First in India; Admissions Through JEE Advanced Scores LatestLY

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When we talk about artificial intelligence, there is hardwired imagery of massive thinking machines working in a science-fiction environment. Since AI technology has become the talk among many scholars and researchers, it is essential for more students to know about its functions. After all, they are going to give creative shape towards the growth of AI's industry in the future. Hence, to understand the rapid advancement of technology and master the concept of AI, many educationists from across the world are initiating educational institutions to include Artificial Intelligence in their syllabus. Promoting just that, the Indian Institute of Technology (IIT) Hyderabad will launch a full-fledged B tech program in AI from the coming academic year 2019-20. And the admissions to the new course will be made through the Joint Entrance Examination (JEE) Advanced course.


Autonomous Cars: Deep Learning and Computer Vision in Python

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The automotive industry is experiencing a paradigm shift from conventional, human-driven vehicles into self-driving, artificial intelligence-powered vehicles. Self-driving vehicles offer a safe, efficient, and cost effective solution that will dramatically redefine the future of human mobility. Self-driving cars are expected to save over half a million lives and generate enormous economic opportunities in excess of $1 trillion dollars by 2035. The automotive industry is on a billion-dollar quest to deploy the most technologically advanced vehicles on the road. As the world advances towards a driverless future, the need for experienced engineers and researchers in this emerging new field has never been more crucial.


Webinar: Introduction to SQL Server 2019

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Modern enterprises are struggling to gain insights from an exploding number of database management systems and ever-growing data volumes. SQL Server 2019 can help you overcome the challenges of integrating data and bring AI and machine learning to all of your data, structured and unstructured. It can also help you better manage your relational data right now. In this webinar, Introduction to SQL Server 2019, hear from Debbi Lyons, Senior Product Marketing Manager, Travis Wright, Principal Program Manager, and Bob Ward, Principal Architect at Microsoft discuss the latest updates and features for the new SQL Server release, including introducing the new big data cluster with intelligence over any data, how SQL Server 2019 enhances the developer experience, and using tools including Azure Data Studio. Listen to the webinar on-demand to learn more about what's new in SQL Server 2019, including how to: With SQL Server 2019 big data clusters, Apache SparkTM and HDFS are packaged together with SQL Server as a single, integrated solution.


Data Lit (Music Video)

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This lyrics of this music video are actually educational and they serve as an introductory lecture on AI. This video also acts as a teaser trailer for my upcoming, free 3 month Data Science course for beginners titled "Data Lit" at School of AI (Jan 28 start date). That's what keeps me going. Sign up for the "Data Lit" course at School of AI: https://www.theschool.ai/courses/data... Want more education? Shoutout to my Wizards, this ones for you It started with hello world hello engineers And now we're, world-wide yo and this the premiere So u gotta sit down tight and let me teach you a lesson I call it intro to AI, this is my confession Lesson one starts simple gotta get that data Don't even mess with the thetas until we get that data And if we open the file, it might look like a haze, But if we keep it algorithmic we can set it ablaze Hello!


How to Fix Bias in Big Data and Artificial Intelligence

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Big data analytics and machine learning are on the rise and set for massive further growth over the coming years. The results of a survey conducted jointly by MIT Technology Review and Google Cloud showed that 60 percent of respondents have already implemented a machine learning strategy in their organization. Furthermore, Deloitte predicts that spending on machine learning (ML) and AI will nearly quadruple from $12 billion in 2017 to $57.6 billion in 2021. Amidst this growing popularity, a growing concern is that algorithms are only as good as the data that's fed into them. The old adage "garbage in, garbage out" applies to AI and ML as much as it does to any other computing-based system.