Tag: Machine Learning

Transforming Finance: Powerful Machine Learning’s Impact on AML and Credit Ratings

by V Sharma, posted in Fintech

Machine Learning is revolutionizing the financial industry, especially in Anti-Money Laundering (AML) and Credit Rating Systems. By providing real-time analysis of extensive datasets, ML enhances accuracy in identifying suspicious transactions and assessing creditworthiness. This blog post examines two use cases where ML has significantly impacted the Fintech industry: in monitoring transactions for AML purposes and in credit scoring systems, improving accuracy and adaptability in detection and evaluation processes.

Machine Learning Models and L1 and L2 Regularization

by V Sharma, posted in Machine Learning

rtificial Intelligence has changed the face of world technology. It is divided into multiple sub-fields as robotics, machine learning, natural language processing, and many more. All these fields had vastly contributed to the development of smartphones, computers, software, and other smart machines. Machine learning is a sub-field of AI which involves research and study based on computer algorithms.

Artificial Intelligence –The Technology Transformation Has Just Begun

by V Sharma, posted in Artificial Intelligence

We have seen driverless cars (not a Future Technology any more), voice automation in homes, and a lot more changes that clearly reflect how artificial intelligence has progressed rapidly and is a lot more than just a concept from our favorite sci-fi movies and books. With the outbreak of the pandemic, AI's future is arriving much faster than the predictions. According to research scientists, Artificial Intelligence will be better than humans at translating languages by 2024..

AI vs ML: A Head-to-Head Comparison Between Powerful Tech

by V Sharma, posted in Artificial Intelligence

Artificial Intelligence and Machine Learning are transforming technology by teaching machines to mimic human intelligence and learn independently. AI encompasses a broad range of tasks, including learning, reasoning, and problem-solving. ML, a subset of AI, uses algorithms to learn from data and improve outputs. They are critical components of applications like natural language processing and computer vision. The goal is to develop systems that can imitate and surpass human capabilities. Despite their transformative potential, ethical considerations remain vital as these technologies continue to shape our lives.

Transformers

2021 The Year of Transformers – Deep Learning

by V Sharma, posted in Artificial Intelligence, Deep Learning

Transformers are a type of neural network architecture that has gained significant popularity due to their unwavering dedication to achieving optimal results in completing assigned tasks. Deep learning, which is widely recognized as a powerful tool, has significantly transformed the way we operate, proving to be both a lifesaver and a solution to disaster. Big players like OpenAI and DeepMind employ Transformers in their AlphaStar applications. …