Author Archives: Amal Nair - Page 10
For a long time, Java has been the dominant software development platform rivalled by very few languages. But Java and its popularity had very little to do with the development of Machine Learning applications. Though Java is faster than Python, it couldn’t make headway into the Artificial Intelligence(AI) and Machine Learning(ML) space dominated by Python…
The post Step-by-Step Guide To Set Up A Working Environment For Deeplearning4j appeared first on Analytics India Magazine.
In an era where data is booming and is omnipresent, technology is put to test and bet against its own capabilities to process the ever-growing data. What adds to this is the variety of data. Data can be text, images, videos, audios or anything. This puts a lot of programming minds under an urge to…
The post Top 5 Libraries For Image Processing In Java appeared first on Analytics India Magazine.
Transfer Learning is not a new concept. Ever since us humans began to train machines to learn, classify and predict data, we have looked for ways to retain what the machine has already learnt. Learning is not an easy process, not for humans and not for machines either. It is a heavy-duty, resource-consuming and time-consuming…
The post A practical Guide To Implement Transfer Learning: MobileNet V2 In TensorFlow appeared first on Analytics India Magazine.
Transfer Learning is not a new concept. Ever since us humans began to train machines to learn, classify and predict data, we have looked for ways to retain what the machine has already learnt. Learning is not an easy process, not for humans and not for machines either. It is a heavy-duty, resource-consuming and time-consuming…
The post A practical Guide To Implement Transfer Learning: MobileNet V2 In TensorFlow appeared first on Analytics India Magazine.
Not all data science enthusiasts are lucky enough to have a machine that has the power to handle all kinds of data. Thanks to cloud services the only thing that would stop us now is connectivity, which is pretty decent nowadays. So let us exploit all the free resources to learn and prosper before getting…
The post Setting Up A Completely Free Jupyter Server For Data Science With AWS appeared first on Analytics India Magazine.
The NVIDIA GPU For End-To-End Machine Learning Acceleration Meetup was a great success. The meet up organized by Analytics India Magazine and the biggest GPU manufacturer NVIDIA was packed with passionate individuals. On Wednesday, July 10th the venue was filled with data scientists, machine learning engineers, professors and students, all who had gathered to learn…
The post AIMind’s NVIDIA Workshop Imparts GPU And Cloud Computing Skills To Machine Learning Developers In Bengaluru appeared first on Analytics India Magazine.
When we consider Machine Learning as a professional skill, it ultimately comes down to the choice of using the right algorithms, packages and libraries and, there are many. Speaking extensively of packages, there are many popular choices to choose from – TensorFlow, Theano, Keras, PyTorch etc. We will focus on PyTorch for now. Developed by…
The post Guide To Build Your First Convolutional Neural Network with PyTorch appeared first on Analytics India Magazine.
Image classification is one of the trending applications in machine learning. It has a wide range of applications — from facial recognition algorithms to identifying complex patterns in images like crime detections, and many other social, medical and technical applications. Image classification is not just about classifying images into categories, it has a broader and…
The post Hands-On Guide To Multi-Label Image Classification With Tensorflow & Keras appeared first on Analytics India Magazine.
For a Data Scientist, Data is the world and exploring it can give insights and help in understanding it better. Data exploration is a critical phase in any data specific problem and is also a skill that every Data Scientist should possess. It profiles the ability and curiosity of the Data Scientist who performs it.…
The post Methods That Make Data Exploration Easy in Python: Tips And Tricks For Beginners appeared first on Analytics India Magazine.
Chatbots are programs that are made to interact with human beings. This can be for various purposes such as information retrieval or for customer care. Today chatbots are intelligently capable of closely mimicking a human chat session. Whether you consider these chatbots to be amusing or not, they have already taken over a huge part…
The post How Does A Simple Chatbot With NLTK Work? appeared first on Analytics India Magazine.