Dataconomy

APRIL 4, 2023

LaMDA, GPT, and more… Nowadays, everyone talking about AI models and what they are capable of. The use of AI models is expanding rapidly across all industries. AI’s capacity to find solutions to difficult issues with minimal human input is a major selling point for the technology. What is an AI model?

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K-nearest Neighbors Decision Trees AI AI 91

Dataconomy

JULY 18, 2023

Real-time quoting with AI is a powerful tool that can significantly advance manufacturing competitiveness. By leveraging artificial intelligence algorithms and data analytics, manufacturers can streamline their quoting process, improve accuracy, and gain a competitive edge in the market.

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Algorithm Predictive Analytics AI AI 91

IBM Journey to AI blog

JUNE 5, 2024

That’s why today’s application analytics platforms rely on artificial intelligence (AI) and machine learning (ML) technology to sift through big data, provide valuable business insights and deliver superior data observability. What are application analytics? AI- and ML-generated SaaS analytics enhance: 1.

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Dataconomy

MAY 25, 2023

By harnessing the power of AI in IoT, we can create intelligent ecosystems where devices seamlessly communicate, collaborate, and make intelligent choices to improve our lives. Let’s explore the fascinating intersection of these two technologies and understand how AI enhances the functionalities of IoT.

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IBM Journey to AI blog

FEBRUARY 23, 2024

Conversational artificial intelligence (AI) leads the charge in breaking down barriers between businesses and their audiences. This class of AI-based tools, including chatbots and virtual assistants, enables seamless, human-like and personalized exchanges.

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AWS Machine Learning Blog

MAY 8, 2024

They focused on improving customer service using data with artificial intelligence (AI) and ML and saw positive results, with their Group AI Maturity increasing from 50% to 80%, according to the TM Forum’s AI Maturity Index. million subscribers, which amounts to 57% of the Sri Lankan mobile market.

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IBM Journey to AI blog

DECEMBER 20, 2023

That’s why diversifying enterprise AI and ML usage can prove invaluable to maintaining a competitive edge. ML is a computer science, data science and artificial intelligence (AI) subset that enables systems to learn and improve from data without additional programming interventions. What is machine learning? temperature, salary).

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Dataconomy

JUNE 13, 2023

By incorporating insights from psychology, cognitive science, and economics, decision models can better account for biases, preferences, and heuristics that impact decision outcomes. AI algorithms play a crucial role in decision intelligence. How does decision intelligence work?

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Pickl AI

NOVEMBER 5, 2024

Summary: Data Science and AI are transforming the future by enabling smarter decision-making, automating processes, and uncovering valuable insights from vast datasets. Introduction Data Science and Artificial Intelligence (AI) are at the forefront of technological innovation, fundamentally transforming industries and everyday life.

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Pickl AI

SEPTEMBER 16, 2024

Summary: This blog highlights ten crucial Machine Learning algorithms to know in 2024, including linear regression, decision trees, and reinforcement learning. Disease Diagnosis: Predicting the presence or absence of a disease based on patient data. Each tree trained on the residual errors of the previous trees.

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Machine Learning Machine Learning Algorithm Decision Trees 52

Pickl AI

OCTOBER 18, 2023

How to Scale Your Data Quality Operations with AI and ML: In the fast-paced digital landscape of today, data has become the cornerstone of success for organizations across the globe. The Significance of Data Quality Before we dive into the realm of AI and ML, it’s crucial to understand why data quality holds such immense importance.

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Pickl AI

JANUARY 29, 2024

The collective strength of both forms the groundwork for AI and Data Science, propelling innovation. Markets for each field are booming, offering diverse job roles, especially in Machine Learning for Data Analytics. ML catalyses AI advancements, enabling systems to evolve and improve decision-making. billion by 2032.

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Data Science ML ML Machine Learning 52

Pickl AI

DECEMBER 14, 2023

The statistical models empower analysts to make predictions or gain a deeper understanding of the phenomena under investigation. In 2022, around 97% of the companies invested in Big Data and 91% of them invested in AI, clearly stamping that data is becoming the linchpin for successful business.

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Pickl AI

JULY 12, 2024

Introduction Artificial Intelligence (AI) transforms industries by enabling machines to mimic human intelligence. Python’s simplicity, versatility, and extensive library support make it the go-to language for AI development. Python is renowned for its simplicity and versatility, making it an ideal choice for AI applications.

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Pickl AI

APRIL 16, 2025

hypothesis form the foundation for diverse applications, from predictive analytics and recommendation engines to autonomous systems, enabling accurate, data-driven decision-making and improved model performance. Decision Trees: Represent hypothesis as conditional rules.

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Pickl AI

JULY 1, 2024

Decision Trees These tree-like structures categorize data and predict demand based on a series of sequential decisions. Random Forests By combining predictions from multiple decision trees, random forests improve accuracy and reduce overfitting.

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Pickl AI

NOVEMBER 18, 2024

Basics of Machine Learning Machine Learning is a subset of Artificial Intelligence (AI) that allows systems to learn from data, improve from experience, and make predictions or decisions without being explicitly programmed. Decision trees are easy to interpret but prone to overfitting.

Machine Learning 52

Machine Learning Machine Learning Algorithm Decision Trees 52

Pickl AI

APRIL 9, 2025

Summary: Artificial Intelligence (AI) and Deep Learning (DL) are often confused. AI vs Deep Learning is a common topic of discussion, as AI encompasses broader intelligent systems, while DL is a subset focused on neural networks. Is Deep Learning just another name for AI? Is all AI Deep Learning?

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Defined.ai blog

AUGUST 10, 2023

Welcome to the world of financial data, where every digit has a story to tell, and Artificial Intelligence (AI) assumes the role of a compelling storyteller. With more companies shifting towards data-driven decision-making, understanding financial data and leveraging AI’s power has never been more crucial.

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IBM Journey to AI blog

JULY 6, 2023

Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on learning from what the data science comes up with. Machine learning can then “learn” from the data to create insights that improve performance or inform predictions. This led to the theory and development of AI.

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Pickl AI

JULY 23, 2023

Using the right data analytics techniques can help in extracting meaningful insight, and using the same to formulate strategies. The analytics techniques like descriptive analytics, predictive analytics, diagnostic analytics and others find application in diverse industries, including retail, healthcare, finance, and marketing.

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Pickl AI

SEPTEMBER 30, 2024

Common algorithms include decision trees, neural networks, and support vector machines. Enhancing Decision-Making with Data-Driven Insights Machine Learning empowers businesses to make smarter decisions by analysing vast amounts of data and uncovering hidden patterns. Data : Data serves as the foundation for ML.

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Pickl AI

OCTOBER 15, 2024

They identify patterns in existing data and use them to predict unknown events. Predictive modeling is widely used in finance, healthcare, and marketing. Techniques like linear regression, time series analysis, and decision trees are examples of predictive models.

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Pickl AI

DECEMBER 4, 2024

Summary: The future of Data Science is shaped by emerging trends such as advanced AI and Machine Learning, augmented analytics, and automated processes. Key Takeaways AI and Machine Learning will advance significantly, enhancing predictive capabilities across industries. Here are five key trends to watch.

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Pickl AI

AUGUST 23, 2023

By extracting insights from these datasets, professionals can make more informed investment decisions, reducing the risk associated with emotional biases. Predictive Analytics One of the most remarkable aspects of Data Science in stock market analysis is its predictive capabilities.

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Pickl AI

SEPTEMBER 23, 2024

Summary: The blog explores the synergy between Artificial Intelligence (AI) and Data Science, highlighting their complementary roles in Data Analysis and intelligent decision-making. Introduction Artificial Intelligence (AI) and Data Science are revolutionising how we analyse data, make decisions, and solve complex problems.

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Pickl AI

FEBRUARY 4, 2024

Predictive Analytics: Leverage machine learning algorithms for accurate predictions. This makes Alteryx an indispensable tool for businesses aiming to glean insights and steer their decisions based on robust data. Additionally, it excels in automating workflows, saving valuable time and effort for users.

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Pickl AI

OCTOBER 24, 2024

Summary: This article compares Artificial Intelligence (AI) vs Machine Learning (ML), clarifying their definitions, applications, and key differences. While AI aims to replicate human intelligence across various domains, ML focuses on learning from data to improve performance. What is Artificial Intelligence?

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Pickl AI

MARCH 20, 2024

Aspiring Data Scientists must equip themselves with a diverse skill set encompassing technical expertise, analytical prowess, and domain knowledge. Whether you’re venturing into machine learning, predictive analytics, or data visualization, honing the following top Data Science skills is essential for success.

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phData

SEPTEMBER 10, 2024

In this blog, we’ll look at how to apply Generative AI on top of predictive ML models to enhance explainability. Using Large Language Models (LLMs) on Snowflake AI Data Cloud , we’ll extract detailed natural-language descriptions to help business associates understand complex quantitative predictions.

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ODSC - Open Data Science

JANUARY 7, 2025

Deep Learning Deep learning is a cornerstone of modern AI, and its applications are expanding rapidly. Scikit-learn also earns a top spot thanks to its success with predictive analytics and general machine learning. Generative AI Generative AI is making waves in the industry, and skills in this area are increasingly in demand.

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Pickl AI

JUNE 6, 2024

Model Building & Training Once the data is ready, data scientists choose appropriate algorithms like regression analysis, decision trees, or machine learning techniques. Explainability As models become complex, understanding how they arrive at their predictions becomes increasingly difficult.

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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.

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