Introduction, Regression/Classification, Cost Functions, and Gradient Descent
Source: Berkeley
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Perceptrons, Logistic Regression, and SVMs In this post we'll talk about one of the most fundamental machine learning algorithms: the perceptron algorithm. This algorithm forms the basis for many modern day ML algorithms, most notably neural networks. In addition, we'll discuss the perceptron algorithm's cousin, logistic regression. And then we'll conclude with an introduction to SVMs, or support vector machines, which are perhaps one of the most flexible algorithms used today.
Source: Berkeley6183
Neural networks are perhaps one of the most exciting recent developments in machine learning. Got a problem? Just throw a neural net at it. Want to make a self-driving car? Throw a neural net at it. Want to fly a helicopter? Throw a neural net at it. Curious about the digestive cycles of your sheep? Heck, throw a neural net at it. This extremely powerful algorithm holds much promise (but can also be a bit overhyped). In this article we'll go through how a neural network actually works, and in a future article we'll discuss some of the limitations of these seemingly magical tools.
Source: Berkely7794
It is useful to tour the main algorithms in the field to get a feeling of what methods are available.
Source: Machinelearningmastery.20127
Demand for skilled data scientists continues to be sky-high, with IBM recently predicting that there will be a 28% increase in the number of employed data scientists in the next two years.
Source: Forbes23181
Machine learning is all the rage. Many have heard about it, but few know what it is. This iOS machine learning tutorial will introduce you to Core ML and Vision, two brand-new frameworks introduced in iOS 11.
Source: Raywenderlich13416
One of the common problems people face in learning R is lack of a structured path. They don't know, from where to start, how to proceed, which track to choose?
Source: Analytics Vidya23049
Learn how to create a simple neural network, and a more accurate convolutional neural network, with the PyTorch deep learning library
Source: Infoworld20109
The balance of power in the tech landscape is shifting towards artificial intelligence with IT bellwethers baking AI into existing products. But what's more crucial to the future of businesses is an AI workforce. And this starts with training the brains behind the business and setting up online program to help employees explore new roles.
Source: HOB17844
This small tutorial is meant to introduce you to the basics of machine learning in R: it will show you how to use R to work with KNN.
Source: Datacamp14835
In this blog, we will understand commonly used neural network and Deep Learning Terminologies. As these are the most important and the basic to understand before complex learning neural network and Deep Learning Terminologies.
Source: Data Flair18624
Are you currently pursuing your masters in Data Science? Overwhelmed with Buzzwords and Information? Don't know where and how to start your study? Then start with this article and a starter kit provided, but learn it for excellence and not just for the exams.
Source: Kdnugget10878
Top viewed videos on Big Data since 2015 include Big Data use cases in psychographics, sports, politics and data monetisation.
Source: KDnugget7077
Machine Learning and Artificial Intelligence are the two most trending technology everyone want to get learn and get started their career in these field. This field is not only in demand but also the highest paid profile. Here if you are at beginner level to learn machine learning and artificial intelligence follow these videos as you can gain more insights to start your career.
Source: HOB9345
In Part-1 we have covered how to get started with Machine Learning at beginner level. Here in Part-2 we learn machine learning at two other levels. Machine Learning and Artificial Intelligence are the two most trending technology everyone want to get learn and get started their career in these field. This field is not only in demand but also the highest paid profile.
Source: HOB11328
If we all see just few years back that Deep Learning is not much popular but now this is evolving and got equal importance to Machine Learning and Artificial Intelligence. And now deep Learning is used in many applications like Speech recognition, image recognition, finding patterns in a data set, object classification in photographs, character text generation, self-driving cars and many more.
Source: HOB24888
Artificial intelligence is growing exponentially. There is no doubt about that. Self-driving cars are clocking up millions of miles, IBM Watson is diagnosing patients better than armies of doctors and Google Deepmind's AlphaGo beat the World champion at Go, a game where intuition plays a key role. But the further AI advances, the more complex become the problems it needs to solve. And only Deep Learning can solve such complex problems and that's why it's at the heart of Artificial intelligence.
Source: HOB8673
This quickstart tutorial will get you set up and coding in Python for data science.
Source: HOB44457
Cryptocurrencies based on Blockchain technology have taken off as one of the hottest technology trends of this decade. Blockchain tech concepts are still confusing for many, but it aims at making our lives easier.
Source: HOB3024
When it comes to pursuing a career in machine learning, it is not as simple as learning and getting ahead in their careers. Beginners are often bewildered with countless learning resources out there. This guide tells exactly where to kickstart your proficiency in Machine Learning.
Source: HOB6669
Learn how to code the classic game Tetris using Python and Pygame. This full tutorial is meant for intermediate programmers with some experience, but everyone is welcome to follow along.
Source: HOB10662
The most leading operating system is Linux for accessing the server side applications. There are multiple Java applications which are running on Linux, and some are there which run on windows.
Source: HOB3774
If you are learning a new programming language, it is really not easy and adaptable. You need full efforts to be in touch with it. People have multiple reasons for learning a language and it starts with a new career in life and many do it because they love doing it.
Source: HOB5541
If you want to dive into the field of Java programming language, these are the major courses which will help you in your career as well as give you the brief introduction of JAVA.
Source: HOB3237
Why there is a lot of crowds who want to know which is the most leading programming languages?
Source: HOB3162
Here are some best educational applications which will enhance your learning and benefit is that they can be accessed on Android phones.
Source: HOB2478
No surprise there are a lot of people who want to get into chatbot development.
Source: HOB2067
Many would assume it's the United States. After all, the United States is the home of programming language luminaries such as Bill Gates, Ken Thompson, Dennis Ritchie, and Donald Knuth.
Source: HOB57831
Are you studying for a degree in computer science? Or are you trying to become a coding or developing expert? No matter what your purpose is, you may want to master your art of coding and this will require never-ending struggle on your part.
Source: HOB3507
Some books, courses, and tutorials of machine learning for beginners which can help them to begin their journey with in-depth knowledge.
Source: HOB4404
Based on my brief tryst with programming, I strongly recommend the following websites for learning C, C++, and Java.
Source: HOB100047
This bundle helps you dive in, with over 400 video tutorials on machine learning and data science. The lessons show you how to build machine learning algorithms and neural networks, using popular frameworks such as TensorFlow and Keras.
Source: HOB2712
This Edureka Machine Learning tutorial (Machine Learning Tutorial with Python talks about the differences and relationship between AI, Machine Learning and Deep Learning.
Source: HOB3690
These videos will provide you with a comprehensive and detailed knowledge of Natural Language Processing, popularly known as NLP.
Source: HOB3846
While the beginning was seemingly humble, PHP development in the modern world has attained epic proportions.
Source: HOB2226
API development is becoming increasingly common for server-side developers thanks to the rise of front-end JavaScript frameworks, iPhone applications, and API-centric architectures.
Source: HOB1704
When it comes to programming there are a lot of developers and programmers who face issues in their entire programming career.
Source: HOB2373
Some famous youtube videos which will take you deep into the learning of Hadoop.
Source: HOB1884
Welcome to this free online class on machine learning. Machine learning is one of the most exciting recent technologies.
Source: HOB1401
Big Data and Hadoop training course are designed to provide knowledge and skills to become a successful Hadoop Developer. In-depth knowledge of concepts such as Hadoop Distributed File System, Setting up the Hadoop Cluster, Map-Reduce, PIG, HIVE, HBase, Zookeeper, SQOOP, etc. will be covered in the course.
Source: HOB381
Big Data and Hadoop training course are designed to provide knowledge and skills to become a successful Hadoop Developer. In-depth knowledge of concepts such as Hadoop Distributed File System, Setting up the Hadoop Cluster, Map-Reduce, PIG, HIVE, HBase, Zookeeper, SQOOP, etc. will be covered in the course.
Source: HOB5364
PyTorch's key features will be explained and compare it to the current most popular deep learning framework in the world (Tensorflow).
Source: HOB1056
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