Artificial intelligence

Fundamentals of Tensorflow – Part I

Reading Time: 4 minutes What is TensorFlow? TensorFlow is an open-source end-to-end machine learning library. It is for preprocessing data, modeling data, and serving models (getting them into the hands of others). It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML. And developers easily build and deploy ML-powered applications. Installing TensorFlow TensorFlow is tested and supported on the following Continue Reading

How To Find Correlation Value Of Categorical Variables.

Reading Time: 4 minutes Hey folks, In this blog we are going to find out the correlation of categorical variables. What is Categorical Variable? In statistics, a categorical variable has two or more categories.But there is no intrinsic ordering to the categories. For example, a binary variable(such as yes/no question) is a categorical variable having two categories (yes or no), and there is no intrinsic ordering to the categories. Continue Reading

Know basics of OpenCV for Image Processing in Python

Reading Time: 5 minutes OpenCV known as Open Source Computer Vision, is a library in Python used for Computer Vision and Image Processing Tasks. It has a modular structure and includes several shared and static libraries. OpenCV can be used in languages such as Python, C++, Java etc. Some of the applications of OpenCV include Edge Detection, Face Detection, Object Detection, Face Recognition etc. Using OpenCV we can process Continue Reading

Getting Familiar with Activation Function and Its Types.

Reading Time: 7 minutes Hey Folks, In this blog we are going to discuss activation function in Artificial Neural Networks and their different types. Before going there, let’s get some idea about what is an artificial neural network? Artificial Neural Network(i.e., ANN) Artificial Neural Network refers to a biologically inspired sub-field of Artificial Intelligence modeled after the brain. ANN is a computational network based on a biological neural network Continue Reading

Is SpaCy Python NLP Any Good? Seven Ways You Can Be Certain

Reading Time: 4 minutes SpaCy is a free, open-source library for advanced Natural Language Processing (NLP) in Python. If you’re operating with plenty of text, you’ll eventually want to know more about it. For example, what’s it about? What do the phrases suggest in context? Who is doing what to whom? Which texts are just like every other? Certainly, spaCy can resolve all the problems stated above. Linguistic Features in SpaCy SpaCy goes Continue Reading

Product demand forecasting with Knime

Reading Time: 5 minutes In this blog, we are going to see, Importance of demand forecasting and how we can easily create these forecasting workflows with Knime. Market request forecasting is a basic procedure for any business, however maybe none more so than those in buyer packaged products. Stock, production, storage, delivering, showcasing – each aspect of CPG and retail organizations’ activities are influenced by accurate forecasting. Identifying shoppers’ Continue Reading

MachineX: Run ML model prediction faster with Hummingbird

Reading Time: 3 minutes In this blog, we will see how to make our machine learning model’s prediction faster with a recently open-sourced library Hummingbird. Nowadays, we can see a lot of frameworks for deploying or serving the machine learning model into production. As a result, It is a headache for a data scientist to choose between these frameworks, keeping in mind how their model either Sklearn or LightGBM Continue Reading

AI : Nature of Environments

Reading Time: 2 minutes In the previous posts, we looked at the Rational Agent and the operating environment. In this post we would try to study the nature of the environment. The environment is the Task Environment (problem) for which the Rational Agent is the solution. Any task environment is characterised on the basis of PEAS. Performance – What is the performance characteristic which would either make the agent Continue Reading

COVID-19 Detector: Detecting Corona from X-Ray

Reading Time: 4 minutes A web application using deep learning to help medical practitioners to detect COVID-19 symptoms with chest x-rays. COVID-19 disease, caused by the SARS-CoV-2 virus, was identified in December 2019 in China and declared a global pandemic by the WHO(World Health Organization) on 11 March 2020. The disease first originated in Wuhan, China and since then it has spread globally across the world affecting more than 200 countries. Coronavirus disease 2019 (COVID-19) Continue Reading

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COVID 19: Mitigating Procurement Challenges in Supply Chain with Technology

Reading Time: 6 minutes Supply Chain Executives across the globe are perplexed! For years companies have been designing their supply chain strategies with the assumption that materials will be easily available from anywhere across the globe. But the procurement challenges during COVID 19 have taken a new turn as this reality changes faster than anyone could ever imagine. An Institute For Supply Chain Management survey conducted in March says Continue Reading

covid 19 business impact

Leveraging AI/ML in Various Industries To Combat the Business Impact of COVID-19

Reading Time: 6 minutes Within a short span of a month, the world has transformed as the coronavirus pandemic took control of countries, economies, and people’s lives. Humanity watched in disbelief as this unprecedented phenomenon took shape and within weeks, the world has been shut down and the mantra, ‘Stay Home’  has become the new normal. With close to 2.4 million cases and 170,000 deaths worldwide (as of 21st Continue Reading

Knoldus-corona-virus

MachineX: Analysing COVID-19 Pandemic

Reading Time: 5 minutes Introduction COVID-19 disease, caused by the SARS-CoV-2 virus, was identified in December 2019 in China and declared a global pandemic by the WHO(World Health Organization) on 11 March 2020. The disease first originated in Wuhan, China and since then it has spread globally across the world affecting more than 200 countries. Coronavirus disease 2019 (COVID-19) is a highly infectious disease caused by the severe acute respiratory syndrome. The Number Continue Reading

TensorFlow Quantum: beauty and the beast

Reading Time: 4 minutes So, we are finally here, after a long wait, we are going to be in an era of quantum computing. TFQ, the beauty of TensorFlow and beast nature of quantum computing. Quantum computing is becoming a technology to observe more closely in 2020. We have seen some recent announcements from Honeywell, Google and others, it’s worth looking forward to new pieces of hardware coming this year. Now, Google has Continue Reading