Deep Learning for Image Segmentation with Python & Pytorch

Why this Course?Lot of us might have experienced difficulty when relating Machine Learning and Deep Learning models. This course aims to answer usual doubts such as,Why Deep Learning?Why Neural Network performs better than Machine Learning models?Deep Learning and Machine Learning are totally different technologies or they are much related?How Deep Learning evolved from Machine Learning?What it Covers?The course covers Machine Learning models such as Linear Regression, Perceptron, Logistic Regression and a Deep Learning model Dense Neural Network. The four chapters (videos) of the course deal with the adult life of a Legend named Mr. S and show how he used the Machine Learning and Deep Learning models to solve interesting problems such as partying, dating, searching for soulmate and eventually marrying the suitable girl in his life. Through the journey of Mr. S, you will finally get to know why Neural Network performs better how Machine Learning and Deep Learning are related. Videos contain interesting scenarios with simple numerical examples and explanations.Who can opt for this Course?This course will be highly useful for those individuals,Who does/doesn't have CS background and wants to understand Deep Learning technically without coding too much mathematics.Who are getting started with Machine Learning or Deep Learning.Who seeks the answer: Why Neural Network perform better than Machine Learning models and how Deep Learning evolved from Machine Learning.Who does research AI and have fundamental doubts about functionality of Neural Networks.

PHP is a server-side scripting language designed for web development. During this PHP beginner course, discover the fundamental concepts beginner PHP developers need to master. Your professional instructor combines practical lectures that ensure you have a grasp of the basics with coding examples. Follow along as you learn the PHP syntax, development environment, and other basic concepts

This Oracle Application Express (Oracle APEX) training course from Infinite Skills will teach you everything you need to know about Oracle's primary tool for developing web applications with SQL and PL/SQL. This course is designed for new users to Application Express, but you should have familiarity with Oracle SQL fundamentals. You will start by learning how to install and administer Apex, then jump into learning the basics of creating applications and pages. This course continues with teaching you all about forms, reports, and charts, templates, and themes. This video tutorial also covers creating mobile applications, and advanced topics including security features, team development features, and the Apex listener. Once you have completed this computer based training course, you will have a fundamental understanding of how to use Oracle Application Express for your own development projects.

Hi! We are Justin Alicia.We met after we both transitioned into Corporate America from the nonprofit industry where we quickly learned that the business world was a whole different animal.New metrics, new jargon, new thinking, new problems, new technology, and the list goes on. You name it, and we had to learn it-- fast. The business world is unforgiving in its pace and demand for results.With very little guidance, we set off to figure out how to win.Both new to corporate America.Both figuring it out as we were going.Both armed with a work ethic but little else.We spent years creating, testing, and learning the nuances of business and corporate life. Endless meetings, healthy debates, trials, errors, and a ridiculous amount of feedback loops.The result? Success.We developed 3 essential skill sets that truly set us apart and awarded us raises, promotions, and more opportunities.We started coaching others on our learnings and they were finding similar success. We knew we were on to something.We could actually help others get ahead faster by coaching them through our errors so they didn't have to commit their own!That's why we created the A-Player Blueprint.

In this course we'll learn all about doing stuff with wood in Substance Designer.First we'll create a basic wood material, with an adjustable polish parameter. We'll then use this material to create two basic floor types (planks parquet) which we'll then combine to create a third, composite floor material. The masks and functions in our floor materials will also use the polish input from the original wood. So as the polish is lowered, the floor roughens up along with the wood.Finally, we'll create a couple of reusable nodes that will allow us to turn grayscale bitmaps into carved designs on our wood. We will also be able to add and adjust the color in our carving. And just like the flooring, it will all roughen up on the same polish parameter.

Crazy about Unsupervised Machine Learning?This course is a perfect fit for you.This course will take you step by step into the world of Unsupervised Machine Learning. Unsupervised machine learning, uses machine learning algorithms to analyze and cluster unlabeled datasets. These algorithms discover hidden patterns or data groupings without the need for human intervention. Its ability to discover similarities and differences in information make it the ideal solution for exploratory data analysis, cross-selling strategies, customer segmentation, and image recognition.This course will give you theoretical as well as practical knowledge of Unsupervised Machine Learning.This Unsupervised Machine Learning course is fun as well as exciting.It will cover all common and important algorithms and will give you the experience of working on some real-world projects.This course will cover the following topics:-K Means ClusteringHierarchical ClusteringDBSCAN ClusteringEvaluation Metrics for Clustering AnalysisTechniques used for Treating DimensionalityDifferent algorithms for clusteringDifferent methods to deal with imbalanced data.Correlation filteringVariance filteringPCA LDAt-SNE for Dimensionality ReductionWe have covered each and every topic in detail and also learned to apply them to real-world problems.You will have lifetime access to the resources and we update the course regularly to ensure that its up to date.