Towards AI

FEBRUARY 10, 2025

Last Updated on February 10, 2025 by Editorial Team Author(s): Pedro Markovicz Originally published on Towards AI. RoBERTa is an optimized variant of BERT, designed to improve the pretraining process and fine-tune hyperparameters, leading to enhanced performance across a wide range of natural language processing tasks.

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ODSC - Open Data Science

NOVEMBER 28, 2024

A 2-for-1 ODSC East Black Friday Deal, Multi-Agent Systems, Financial Data Engineering, and LLM Evaluation ODSC East 2025 Black Friday Deal Take advantage of our 2-for-1 Black Friday sale and join the leading conference for data scientists and AI builders. Learn, innovate, and connect as we shape the future of AI — together!

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Data Engineering Data Engineer Data Engineering Data Engineering 52

Towards AI

FEBRUARY 4, 2025

Last Updated on February 4, 2025 by Editorial Team Author(s): Kailash Thiyagarajan Originally published on Towards AI. IO-aware algorithms have optimized memory-bound tasks in other fields, but deep learning frameworks like PyTorch and TensorFlow lack fine-grained memory control.

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Dataconomy

FEBRUARY 6, 2024

This popularity is primarily due to the spread of big data and advancements in algorithms. Going back from the times when AI was merely associated with futuristic visions to today’s reality, where ML algorithms seamlessly navigate our daily lives. These technologies have undergone a profound evolution. billion by 2032.

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Dataconomy

AUGUST 3, 2023

Travel industry players are excited about predictions that AI could add around $1 trillion extra to the global tourism industry by 2025. expected to fine-tune pricing algorithms so suppliers can get maximum profits. Marketing companies are also babbling excitedly about AI’s ability to create hyper-personalized trips for travelers.

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Pickl AI

DECEMBER 10, 2024

Businesses harness these innovations for real-time analytics, operational efficiency, and data democratisation, ensuring competitiveness in 2025. This article highlights the key Data Analytics trends shaping 2025, empowering businesses to leverage cutting-edge insights and stay ahead in an increasingly data-driven world.

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Pickl AI

JANUARY 13, 2025

Selection Criteria We carefully selected books that cater to beginners by prioritising clear and straightforward language, ensuring concepts are easy to understand. Each book was chosen for its relevance in 2025, reflecting the latest AI trends, technologies, and real-world applications. Explains search algorithms and game theory.

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ODSC - Open Data Science

JANUARY 10, 2025

As we approach 2025, the professional landscape is undergoing a transformative shift. Recently, LinkedIn published a Jobs on the Rise 2025 report highlighting the fastest-growing roles in the U.S. Common skills include Large Language Models, Natural Language Processing, JIRA/Project Management, andPyTorch.

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ODSC - Open Data Science

APRIL 21, 2023

Using NLP (Natural Language Processing), OpenAI was also able to create personalized learning content for different students, helping everyone to learn in their own way and at their own pace. From filling in datasheets to completing customers, it streamlines these processes and frees up time for other activities.

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Pickl AI

FEBRUARY 7, 2025

ML algorithms use statistical methods to identify patterns in data, allowing systems to make predictions or decisions without human intervention. Over time, these models refine their accuracy as they process more data, which enables continuous improvement and adaptation. billion by 2030. billion by 2034.

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Towards AI

FEBRUARY 19, 2025

Last Updated on February 19, 2025 by Editorial Team Author(s): Talha Nazar Originally published on Towards AI. Decision-Making: Algorithms to process inputs and decide on actions. Natural Language Processing (NLP) NLP allows AI agents to understand and generate human language. move left or right).

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Dataconomy

OCTOBER 27, 2023

AI is already a top priority in many businesses, as demonstrated by the fact that 80% of companies in the retail sector some form of AI by 2025. The proper use of AI helps companies to streamline their processes and create faster, leading to massive time and money savings. It’s no wonder why.

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Towards AI

FEBRUARY 4, 2025

Last Updated on February 5, 2025 by Editorial Team Author(s): Naveen Krishnan Originally published on Towards AI. Introduction In this blog, we see all about OpenAIs O3mini model a lightweight but powerful reasoning model, O3mini is making advanced reasoning and natural language processing more accessible and costeffective.

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Pickl AI

OCTOBER 25, 2023

In 2023, the average data collection per day reached up to 120 zettabytes and is expected to shoot up to 181 zettabytes by 2025. It involves the use of algorithms, neural networks , and Machine Learning to enable machines to perform tasks that typically require human intelligence. Velocity Data is generated at an unprecedented rate.

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Towards AI

MARCH 3, 2025

Last Updated on March 3, 2025 by Editorial Team Author(s): Luhui Hu Originally published on Towards AI. This fusion of perception, prediction, and planning mirrors cognitive processes in humans, setting the stage for more advanced robotic behavior.

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Towards AI

FEBRUARY 19, 2025

Last Updated on February 20, 2025 by Editorial Team Author(s): Afaque Umer Originally published on Towards AI. These vectors are typically generated by machine learning models and enable fast similarity searches that power AI-driven applications like recommendation engines, image recognition, and natural language processing.

Database 68

Database K-nearest Neighbors Machine Learning Machine Learning 68

ODSC - Open Data Science

JANUARY 7, 2025

Just as a writer needs to know core skills like sentence structure and grammar, data scientists at all levels should know core data science skills like programming, computer science, algorithms, and soon. Algorithms Algorithms form the backbone of data science, enabling models to process data, identify patterns, and make predictions.

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Pickl AI

OCTOBER 10, 2024

Key Statistics on AI in Education According to a report by HolonIQ, the global market for AI in education is expected to reach $404B by 2025 , reflecting growing investment in educational technology. Duolingo This language-learning app utilises sophisticated AI algorithms to adapt lessons based on user performance.

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Pickl AI

JULY 18, 2023

They possess a deep understanding of AI technologies, algorithms, and frameworks and have the ability to translate business requirements into robust AI systems. AI Engineers focus primarily on implementing and deploying AI models and algorithms, working closely with data scientists and machine learning experts.

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Pickl AI

DECEMBER 4, 2024

This explosive growth is driven by the increasing volume of data generated daily, with estimates suggesting that by 2025, there will be around 181 zettabytes of data created globally. The field has evolved significantly from traditional statistical analysis to include sophisticated Machine Learning algorithms and Big Data technologies.

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Chatbots Life

MAY 3, 2023

Conversational AI is the use of Machine learning and advanced algorithms where you interact with a computer naturally using audio, and the machine/computer understands the intent behind your query and responds accordingly. Simply put, It allows computers to process text or voice into a language they understand.

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Pickl AI

DECEMBER 2, 2024

According to a report by Statista, the global data sphere is expected to reach 180 zettabytes by 2025 , a significant increase from 33 zettabytes in 2018. For example, financial institutions utilise high-frequency trading algorithms that analyse market data in milliseconds to make investment decisions.

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Pickl AI

NOVEMBER 25, 2024

According to a report by Statista, the global data sphere is expected to reach 180 zettabytes by 2025 , a significant increase from 33 zettabytes in 2018. For example, financial institutions utilise high-frequency trading algorithms that analyse market data in milliseconds to make investment decisions.

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Big Data Big Data Data Lakes Apache Hadoop 52

AWS Machine Learning Blog

DECEMBER 5, 2023

For instance, according to International Data Corporation (IDC), the world’s data volume is expected to increase tenfold by 2025, with unstructured data accounting for a significant portion. The custom metadata helps organizations and enterprises categorize information in their preferred way. See Limits ).

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IBM Journey to AI blog

OCTOBER 20, 2023

.” When observing its potential impact within industry, McKinsey Global Institute estimates that in just the manufacturing sector, emerging technologies that use AI will by 2025 add as much as USD 3.7 Some AI platforms also provide advanced AI capabilities, such as natural language processing (NLP) and speech recognition.

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Chatbots Life

APRIL 30, 2024

It uses advanced algorithms to inspect vehicles and parts with high precision. AI enables a more intuitive user engagement with car functions through natural language processing capabilities. BMW BMW is developing a new driver assistance system for its 2025 “Neue Klasse” vehicles using Amazon Web Services (AWS).

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DagsHub

JANUARY 27, 2025

A more formal definition of text labeling, also known as text annotation, would be the process of adding meaningful tags or labels to raw text to make it usable for machine learning and natural language processing tasks. As of 2025, it is valued at approximately $14B. 

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DagsHub

JANUARY 27, 2025

A more formal definition of text labeling, also known as text annotation, would be the process of adding meaningful tags or labels to raw text to make it usable for machine learning and natural language processing tasks. As of 2025, it is valued at approximately $14B. 

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Machine Learning Machine Learning Natural Language Processing Supervised Learning 52

Pickl AI

OCTOBER 1, 2024

By leveraging powerful Machine Learning algorithms, Generative AI models can create novel content such as images, text, audio, and even code. A recent study by Gartner found that by 2025, 30% of all data generated will be created by machines, with Generative AI being a key driver of this trend.

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Chatbots Life

OCTOBER 7, 2024

ASR employs complex algorithms to analyze the sound patterns and match them to corresponding words and phrases. During the next stage, Natural Language Processing (NLP) dissects the text, deciphers its meaning, and identifies the person’s intent.

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Pickl AI

MARCH 7, 2025

Key Takeaways By the end of 2025, global data volume will reach 175 zettabytes, fueled by IoT devices. Automation, ethical AI, and quantum computing will shape Data Science by 2025. Natural Language Processing (NLP): NLP allows machines to understand human language, powering tools like virtual assistants.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

You can easily try out these models and use them with SageMaker JumpStart, which is a machine learning (ML) hub that provides access to algorithms, models, and ML solutions so you can quickly get started with ML. preprocessing_num_workers – The number of processes to use for preprocessing. Must be an integer greater than 1.

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Dataconomy

APRIL 2, 2025

With Bitcoin surpassing $87,000 in March 2025, AI and data science have become essential tools in crypto trading, enabling the extraction of meaningful insights from complex market data. Clustering algorithms (K-Means) classify wallet activity to forecast shifts on a larger scale. Bots and algorithmic trading enablement.

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Dataconomy

MARCH 7, 2025

These are the best AI apps you can use in 2025 So, we cut through the noise. IBM Watson A pioneer in AI-driven analytics, IBM Watson transforms enterprise operations with natural language processing, machine learning, and predictive modeling. But lets be honest: not all AI tools are built equal. Some are gimmicky.

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Flipboard

JANUARY 14, 2025

Here is an example of a scenario and corresponding assertions for assertion-based benchmarking: Goals : User needs the weather conditions expected in Las Vegas for tomorrow, January 5, 2025. Assertions : User is informed about the weather forecast for Las Vegas tomorrow, January 5, 2025. She obtained her Ph.D.

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Dataconomy

MARCH 27, 2025

These agents use machine learning algorithms to adapt and learn from user interactions, allowing them to provide personalized responses and handle complex scenarios. For instance, according to Salesforce, 90% of hospitals are expected to adopt AI agents by 2025, using predictive analytics and automation to improve patient outcomes.

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AssemblyAI

JANUARY 23, 2025

Speech recognition is a technology that enables machines to recognize and convert spoken language into text. It works by analyzing audio signals, identifying patterns, and matching them to words and phrases using advanced algorithms. Despite this, it remains widely recognized by its original name, wav2letter.

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