IBM Journey to AI blog

JULY 6, 2023

One ride-hailing transportation company uses big data analytics to predict supply and demand, so they can have drivers at the most popular locations in real time. The company also uses data science in forecasting, global intelligence, mapping, pricing and other business decisions.

Machine Learning 70

Machine Learning Machine Learning Data Science Big Data 70

IBM Journey to AI blog

FEBRUARY 23, 2024

Machine learning (ML) and deep learning (DL) form the foundation of conversational AI development. Predictive analytics integrates with NLP, ML and DL to enhance decision-making capabilities, extract insights, and use historical data to forecast future behavior, preferences and trends.

AI 116

AI AI ML ML 116

Pickl AI

NOVEMBER 18, 2024

Underfitting happens when a model is too simplistic and fails to capture the underlying patterns in the data, leading to poor predictions. Common Applications of Machine Learning Machine Learning has numerous applications across industries. Decision trees are easy to interpret but prone to overfitting.

Machine Learning 52

Machine Learning Machine Learning Algorithm Decision Trees 52

Pickl AI

SEPTEMBER 30, 2024

Key concepts in ML are: Algorithms : Algorithms are the mathematical instructions that guide the learning process. Common algorithms include decision trees, neural networks, and support vector machines. Future Trends of Machine Learning in Business ML is rapidly evolving, driving changes across industries.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Pickl AI

NOVEMBER 2, 2023

By making data-driven decisions, organizations can increase efficiency, reduce costs, and identify growth opportunities. From predictive analytics to customer segmentation, Data Science empowers businesses to stay competitive.

Data Scientist 52

Data Scientist Data Science Data Visualization Machine Learning 52

ODSC - Open Data Science

JANUARY 7, 2025

Machine Learning As machine learning is one of the most notable disciplines under data science, most employers are looking to build a team to work on ML fundamentals like algorithms, automation, and so on. Deep Learning Deep learning is a cornerstone of modern AI, and its applications are expanding rapidly.

Data Scientist 40

Data Scientist Data Science Machine Learning Machine Learning 40

Pickl AI

SEPTEMBER 23, 2024

Healthcare Data Science is revolutionising healthcare through predictive analytics, personalised medicine, and disease detection. For example, it helps predict patient outcomes, optimise hospital operations, and discover new drugs. Finance: AI-driven algorithms analyse historical data to detect fraud and predict market trends.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Data Science Machine Learning 52

Defined.ai blog

AUGUST 10, 2023

From voice assistants like Siri and Alexa, which are now being trained with industry-specific vocabulary and localized dialogue data , to more complex technologies like predictive analytics and autonomous vehicles, AI is everywhere. It helps companies streamline operations, improve efficiency, and gain a competitive edge.

Business Intelligence 52

Business Intelligence Business Intelligence Data Analysis Data Analysis 52

Dataconomy

MARCH 20, 2025

It acts as a learning mechanism, continuously refining model predictions through a process that adjusts weights based on errors. This iterative enhancement is vital for applications in predictive analytics, from face and speech recognition systems to complex natural language processing tasks. What is backpropagation?

Predictive Analytics 91

Predictive Analytics Machine Learning Machine Learning Deep Learning 91