Hi.. Hello and welcome to my new course, Machine Learning with Python for Dummies. We will discuss about the overview of the course and the contents included in this course.
Artificial Intelligence, Machine Learning and Deep Learning Neural Networks are the most used terms now a days in the technology world. Its also the most mis-understood and confused terms too.
Artificial Intelligence is a broad spectrum of science which tries to make machines intelligent like humans. Machine Learning and Neural Networks are two subsets that comes under this vast machine learning platform
Lets check what's machine learning now. Just like we human babies, we were actually in our learning phase then. We learned how to crawl, stand, walk, then speak words, then make simple sentences.. We learned from our experiences. We had many trials and errors before we learned how to walk and talk. The best trials for walking and talking which gave positive results were kept in our memory and made use later. This process is highly compared to a Machine Learning Mechanism
Then we grew young and started thinking logically about many things, had emotional feelings, etc. We kept on thinking and found solutions to problems in our daily life. That's what the Deep Learning Neural Network Scientists are trying to achieve. A thinking machine.
But in this course we are focusing mainly in Machine Learning. Throughout this course, we are preparing our machine to make it ready for a prediction test. Its Just like how you prepare for your Mathematics Test in school or college. We learn and train ourselves by solving the most possible number of similar mathematical problems. Lets call these sample data of similar problems and their solutions as the 'Training Input' and 'Training Output' Respectively. And then the day comes when we have the actual test. We will be given new set of problems to solve, but very similar to the problems we learned, and based on the previous practice and learning experiences, we have to solve them. We can call those problems as 'Testing Input' and our answers as 'Predicted Output'. Later, our professor will evaluate these answers and compare it with its actual answers, we call the actual answers as 'Test Output'. Then a mark will be given on basis of the correct answers. We call this mark as our 'Accuracy'. The life of a machine learning engineer and a data-scientist is dedicated to make this accuracy as good as possible through different techniques and evaluation measures.
Here are the major topics that are included in this course. We are using Python as our programming language. Python is a great tool for the development of programs which perform data analysis and prediction. It has tons of classes and features which perform the complex mathematical analysis and give solutions in simple one or two lines of code so that we don't have to be a statistic genius or mathematical Nerd to learn data science and machine learning. Python really makes things easy.
I am a pioneering, talented and security-oriented Android/iOS Mobile and PHP/Python Web Developer Application Developer offering more than eight years’ overall
IT experience which involves designing, implementing, integrating, testing and supporting impact-full web and mobile applications.
My experience with PHP/Python Programming is an added advantage for server based Android and iOS Client Applications.
Frequently Asked Questions
It is an online tutorial that covers a specific part of a topic in several sections. An Expert teaches the students with theoretical knowledge as well as with practical examples which makes it easy for students to understand.
A Course helps the user understand a specific part of a concept. While a path and E-Degrees are broader aspects and help the user understand more than just a small area of the concept.
A Course will help you understand any particular topic. For instance, if you are a beginner and want to learn about the basics of any topic in a fluent manner within a short period of time, a Course would be best for you to choose.
We have an inbuilt question-answer system to help you with your queries. Our support staff will be answering all your questions regarding the content of the Course.
How it works
The offer includes all live courses, Deals and E-Degrees.
Bogo Offer will be applied automatically upon adding 2nd Course, Deal or E-degree in the Cart. Offer Price will be reflected in Checkout Total
You can buy multiple courses or deals using your cart but they have to be in combo of 2 to get benefit of the offer.
We are free to withdraw any product from this offer based at our own discretion.