Validating the AI or ML model is important to make it accurate for right prediction. Evaluating the output given by the running model compared with outputs, if not found satisfying, given with more improved training data. Cogito data annotation team check and evaluate the ML model outputs and validate if its is giving the acceptable results.
Continue reading “Why ML Model Validation Service is Important?”Category: Machine Learning
Deepfake Detection Company and Services
What is Deepfake Technology?
AI powered Deepfake detection is possible with human eyes, and combination of such high-end technology, that is now offered by Cogito. All types of fake videos, images or manipulated audios all can ruin the personality of well-known individuals. Politicians, actors and popular celebrities are the prime victims of Deepfake technology, that allows to swap their faces and voice on other erotic individuals to gain a popularity in the market place.
Continue reading “Deepfake Detection Company and Services”What is Classification in Machine Learning; Types and Objectives of Classification in ML
Classification is a kind of technique to categorize any data into a desired and distinct number of classes where we can assign label to each class.
Continue reading “What is Classification in Machine Learning; Types and Objectives of Classification in ML”What is Cross Validation in Machine Learning and its Techniques?
Machine Learning (ML) model development is not complete until the model is validated to give an accurate prediction. The stability of the model is important, and it is important to rely on its decisions to be correct and unbiased, allowing trust in the model.
Continue reading “What is Cross Validation in Machine Learning and its Techniques?”What is The Future of Machine Learning in Healthcare?
Machine Learning (ML) is already helping healthcare industry to diagnosis the various types of crucial disease with accuracy and provide the timely treatment to patients at affordable cost. Further with the more research and development into this technology, the future of ML seems very bright in various fields including healthcare.
Continue reading “What is The Future of Machine Learning in Healthcare?”What are Features in Machine Learning and Why it is Important?
In machine learning, features are individual independent variables that act like a input in your system. Actually, while making the predictions, models use such features to make the predictions. And using the feature engineering process, new features can also be obtained from old features in machine learning.
Continue reading “What are Features in Machine Learning and Why it is Important?”Data Collection Services Outsourcing for Machine Learning and AI
Data collection services helps companies and data scientist to utilize the power of crucial information hidden under the collected data. And gathering the data from reliable source is important to ensure its authenticity. Data collection companies not only provide the collection but categorization and classification service to organize the data in desired formats and make this usable to experts working on engineering model need such data to develop.
Continue reading “Data Collection Services Outsourcing for Machine Learning and AI”Where Machine Learning as a Service Works and Where not?
Machine learning is now used develop the fully functional AI model for different fields. Machine learning as a service (MLaaS) is also working well into multiple fields like search engine where owing to searching history of the users, the recommended items are shown as per their browsing history searching interest creating to run an automated advertisement companion.
Continue reading “Where Machine Learning as a Service Works and Where not?”What are the Future Prospects and Applications of Deep Learning?
Deep learning, part of machine learning that helps machines to understand and utilize the big data for better insights about the particular patterns for developing the AI-based models. Actually, deep learning is kind of more complex learning process for machines to learn the neuro network-based patterns and help computer vision to provide the more accurate results.
Continue reading “What are the Future Prospects and Applications of Deep Learning?”What Companies Hire Data Scientists and Why They Need Data Scientists?
The demand for data scientist now surged almost in every sector. As, these highly-skilled professionals helps companies to analyze huge quantity of big data to make it usable for various projects developments and new launches for getting the favorable results.
Continue reading “What Companies Hire Data Scientists and Why They Need Data Scientists?”