Artificial intelligence Archives

Artificial Intelligence & MarkLogic: An Wonderful Architecture

November 21, 2022November 21, 2022Database, Java, java11, MarkLogic, ML, AI and Data Engineering, Tech BlogsArtificial intelligence, java, marklogic

Reading Time: 3 minutes Introduction Automation is a crucial part of the Artificial Intelligence cycle. It allows organizations to perform tasks that require human input and improves tradecraft. This also increases efficiency in order to keep pace with changing technologies and requirements. And MarkLogic is providing some extra benefits in implementing AI processes. MarkLogic has its own optimized algorithms and implementations of some AI methodologies. Achieved due to its Continue Reading

Knoldus listed among Top AI Companies in Delhi

Knoldus is listed among the Top AI Companies in Delhi

August 18, 2022August 18, 2022AI, Business InsightsAI, Artificial intelligence

Reading Time: 2 minutes Every business needs to transform sooner rather than later to remain competitive in the digital age. Our team was initially built to convince these companies of the impending shift they needed to make. Now our job is to accommodate all the people rushing, not to get left behind. Fortunately, the team we’ve built is capable of handling these new challenges. This has been proven repeatedly Continue Reading

Music Genre Classification: Identification Of The Audio

June 24, 2022June 29, 2022AI, ML, AI and Data Engineering#ai, #Classification, #machinelearning, #nlp, #nlu, Artificial intelligence

Reading Time: 4 minutes In this blog, we will discuss and build a music genre classification model to predict the genre/label of the music/song. Music Genre Classification Today we will build a Tensorflow sequential model to automatically classify different musical genres from the given input audio files. Dataset To train our ml classifier model to predict the audio’s genre/label, we will use the GTZAN Dataset.You can download the dataset Continue Reading

Explore OpenCV & Why Do We Need To Know About It?

June 15, 2022June 16, 2022AI, Artificial intelligence, ML, AI and Data Engineering, python#ai, #computervision, #machinelearning, #opencv, #python, AI, Artificial intelligence, data analysis, data science, linux, technology

Reading Time: 4 minutes OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library. It was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in commercial products. Being a BSD-licensed product, OpenCV makes it easy for businesses to utilize and modify the code. OpenCV OpenCV is the huge open-source library for computer vision, Continue Reading

Kubeflow: A Complete Solution to MLOps.

March 31, 2022March 31, 2022AI, ML, AI and Data EngineeringAI, Artificial intelligence, kubeflow, Machine Learning, Machine Learning Pipeline, MLOps

Reading Time: 5 minutes Hey Folks, In this blog we are going to put some light on Kubeflow, an open-source platform that enables us to orchestrate complicated workflows running on Kubernetes of machine learning pipelines. Kubeflow Emerges for ML Workflow Automation Many data scientists today find it burdensome to manually execute all of the steps in a machine learning workflow. Moving and transforming data, training models, then promoting them Continue Reading

Is TensorFlow a good fit for model optimisation?

March 30, 2022March 30, 2022Studio-ScalaAI, Analytics, Artificial intelligence, data science, Machine Learning

Reading Time: 2 minutes In the realm of AI, a great deal of consideration is optimising training. There is a lot less information out there on optimising models. However serving models for forecast is the place where we make money out of ML. Without a doubt, the expense of serving forecasts might be a central point in the all out profit from speculation for a ML application. In this Continue Reading

Let us know about TensorFlow Extended (TFX) components and Libraries?

February 8, 2022February 8, 2022AI, Artificial intelligence, ML, AI and Data EngineeringAI, Artificial intelligence, Machine Learning, Machine Learning Pipeline, python, TensorFlow, tensorflow extended, tfx

Reading Time: 3 minutes In this blog, we will be learning about Tensorflow Extended (TFX) components and libraries. TFX is a Google-production-scale machine learning (ML) platform based on TensorFlow. It provides a configuration framework and shared libraries. Moreover, to integrate common components needed to define, launch, and monitor your machine learning system. How Tensorflow Extended (TFX) came up? Since the time Google has publicized Tensorflow, its application in Deep Continue Reading

How To Find Correlation Value Of Categorical Variables.

September 28, 2021September 28, 2021AI, Artificial intelligence, ML, AI and Data Engineering, pythonArtificial intelligence, Categorical, Correlation, data analysis, data engineering, data science, Machine Learning, pandas

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

Getting Familiar with Activation Function and Its Types.

August 21, 2021August 21, 2021AI, Artificial intelligence, ML, AI and Data Engineering, MLFlow, MLOps, pythonactivation function, Artificial intelligence, Artificial Neural Networks, deep learning, Machine Learning, machine learning basics, machinelearning, neural networks, types of activation function

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

How to build Face Detection system using Viola Jones Algorithm

June 18, 2021June 18, 2021ML, AI and Data EngineeringArtificial intelligence, Computer Vision, Haar Features, Machine Learning, Object detection, OpenCv, Security, Viola Jones algorithm

Reading Time: 5 minutes Object Detection is to locate the presence of objects and types or classes of the located objects in an image. Face detection is a particular case of Object Detection. The objective of face detection is to find and locate faces in an image. It is the first step in automatic face recognition applications. Face detection has been well studied for frontal and near frontal faces. Continue Reading

Product demand forecasting with Knime

July 26, 2020October 22, 2020AI, Analytics, Artificial intelligence, ML, AI and Data Engineering, python, Web ApplicationArtificial intelligence, forecasting, knime, Machine Learning, MachineX

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

Finding the nexus between intelligent technologies and business

May 18, 2020May 18, 2020Business Insights, Studio-ScalaArtificial intelligence, Business Intelligence, Machine Learning

Reading Time: 2 minutes Artificial Intelligence & Machine Learning has indeed taken over our lives at every step of the way. For example: Starting out for your holiday tomorrow? Your smartphone will automatically send you weather reports and suggest itineraries. Ever seen your email software suggest smart replies while you’re drafting emails or replying to one? That’s also AI at work.

COVID-19 Detector: Detecting Corona from X-Ray

May 11, 2020May 13, 2020AI, Artificial intelligence, HealthcareArtificial intelligence, covid 19 impact, data science, deep learning, technology in covid 19

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