Dataversity

DECEMBER 16, 2020

Click here to learn more about Gilad David Maayan. Deep learning is the basis for many complex computing tasks, including natural language processing (NLP), computer vision, one-to-one personalized marketing, and big data analysis. The post Understanding GPUs for Deep Learning appeared first on DATAVERSITY.

Vision 246

Vision Big Data Cloud Computing Data Architecture 246

Simplilearn

DECEMBER 17, 2020

The increasingly sophisticated field of artificial intelligence (AI) has grown and spawned several disciplines that deserve their own focused consideration, namely machine learning (ML) and the ML subset “deep learning.” Read More.

Artificial Intelligence 363

Artificial Intelligence Data Analytics Data Analytics 363

Simplilearn

MAY 6, 2021

Deep learning is a subset of Artificial Intelligence (AI), a field growing in popularity over the last several decades. This article is a comparison of three popular deep learning frameworks: Keras vs TensorFlow vs Pytorch. We will desc.

Artificial Intelligence 362

Artificial Intelligence 362

Simplilearn

JULY 2, 2022

New tools are being developed that leverage artificial intelligence (AI), machine learning and the growing field of deep learning to bring data analysis to a new level of effectiveness. Read More.

Big Data 244

Big Data Artificial Intelligence 244

Simplilearn

JUNE 22, 2021

Data science, Deep Learning, and Artificial Intelligence (AI) have all been subject to much research and consideration in the last decade. The current use of these three forms and an expected increase in their future applicability means that they will correlate with each other to form the basis of a smart society.

Artificial Intelligence 246

Artificial Intelligence 246

Simplilearn

JANUARY 16, 2021

Machine and deep learning disciplines are generating a huge amount of interest in the technology field, and data science professionals who have the right skills in machine learning and deep learning will be well-positioned to excel in the coming years. Read More.

Artificial Intelligence 245

Artificial Intelligence 245

Dataversity

APRIL 15, 2021

Click to learn more about author Andrea Ferretti. Online learning is a branch of machine learning that has obtained a significant interest in recent years, thanks to its peculiarities that perfectly fit numerous kinds of tasks in today’s world. What Exactly Is Online Learning? Let’s dive deeper into this topic.

Data Modelling 130

Data Modelling 130

Simplilearn

FEBRUARY 3, 2023

Autoencoders are a type of deep learning algorithm that are designed to receive an input and transform it into a different representation. Let’s learn about autoencoders in detail. Autoencoders are very useful in the field of unsupervised machine learning. They play an important part in image construction. You can use th.

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Simplilearn

APRIL 26, 2021

The difference between Artificial Intelligence, Machine Learning, and Deep Learning is that the algorithm's job is to recognize a pattern in data and execute the task in the first two. That means that in the first two, the algorithm can learn something, and. Read More.

Artificial Intelligence 162

Artificial Intelligence 162

Simplilearn

DECEMBER 21, 2020

Most people don’t realize that machine learning, which is a type of artificial intelligence (AI), was born in the 1950s. Arthur Samuel wrote the first computer learning program in 1959, in which an IBM computer got better at the game of checkers the longer it played. Read More.

Artificial Intelligence 345

Artificial Intelligence 345

Simplilearn

FEBRUARY 5, 2021

For those who know the nuances of AI and the metrics involved in it, Deep Learnin. Most organizations today have realized the impact of AI, and are doing all that they can to participate in and help facilitate the growth of the technology. Read More.

Artificial Intelligence 364

Artificial Intelligence 364

Simplilearn

SEPTEMBER 13, 2021

At the same time, the parallel processing architecture of in-memory computing (IMC) powers the learning framework to update without impacting performance continually. In today's big-data ecosystem, users generate massive amounts of data 24/7. This data is processed using high-performance computing (HPC). Read More.

Big Data 246

Big Data 246

InfoQ Articles

JUNE 11, 2021

In this article, authors discuss how to use the combination of Deep Java Learning (DJL), Apache Spark v3, and NVIDIA GPU computing to simplify deep learning pipelines while improving performance and reducing costs. By Haoxuan Wang, Qing Lan, Carol McDonald.

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Simplilearn

SEPTEMBER 1, 2022

Recursive Neural Networks (RvNNs) are deep neural networks used for natural language processing. We get a Recursive Neural Network when the same weights are applied recursively on a structured input to obtain a structured prediction.

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Simplilearn

JUNE 15, 2023

At Simplilearn, we strive to offer courses that are cutting edge and industry-pertinent, creating scope and demand for professionals who acquire these skills in the short to long-term. With Artificial Intelligence (AI) quickly emerging as a domain with the potential to eclipse the known boundaries of human capacity, we are delighted to announce th.

Artificial Intelligence 130

Artificial Intelligence 130

InfoQ Articles

JANUARY 5, 2022

Institutional incremental learning promises to achieve collaborative learning. This form of learning can address data sharing and security issues, without bringing in the complexities of federated learning. This article talks about practical approaches which help in building an object detection system. By Ritesh Sinha.

Artificial Intelligence 106

Artificial Intelligence 106

Analysts Corner

NOVEMBER 26, 2023

Introduction Continue reading on Analyst’s corner »

Finance 130

Finance Data Analytics Data Analytics 130

InfoQ Articles

JULY 29, 2021

As deep networks are becoming more specialized and resource-hungry, serving such networks on acceleration hardware in tight-budget environments is also becoming difficult. They bring high controllability, easy adaptability, transparent observability, and cost-effectiveness when serving deep networks. By Sabri Bolkar.

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Simplilearn

MARCH 7, 2024

Machine learning is a key term in technology, often linked with artificial intelligence, deep learning, and big data. Additionally, what other essential terms in machine learning should one comprehend? Machine learning involves enhancing system accuracy as it acquires more data and feedback over time. Read More.

Artificial Intelligence 246

Artificial Intelligence Big Data 246

InfoQ Articles

FEBRUARY 10, 2023

In this article, author Andrew Hoblitzell discusses several methods of ML interpretability and dives deep into Local Interpretable Model-Agnostic Explanations (LIME) and Shapley Values. Interpretability increases confidence in the model, reduces bias, and ensures that model is compliant and ethical. By Andrew Hoblitzell

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Simplilearn

FEBRUARY 7, 2024

This session, led by esteemed Dr. Manoj Motiani of IIM Indore, will dive deep into the curriculum, unique learning experiences, and how this program can elevate your management career. Join us for an exclusive webinar that offers a sneak peek into our Executive Certificate Program in General Management in collaboration with IIM Indore.

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Simplilearn

JANUARY 10, 2024

We invite you to attend our upcoming webinar, "Skyrocket your AI/ML Career in 2024 with IIT Kanpur," set for January 30, 2024, offering a deep dive into the evolving world of artificial intelligence (AI) and machine learning (ML). Amitendra Srivastava, an expert with a rich background in analytics and training, will lead the session.

Artificial Intelligence 262

Artificial Intelligence 262

Smart Data Collective

JANUARY 11, 2023

The Deep Web is a concept that few people understand. However, one thing is certain: advances in big data technology have played a huge role in driving changes in the deep web. Keep reading to learn more. How Does Big Data Affect the Deep Web and Surface Web? The Deep Web. Impact of Big Data on The Surface Web.

Big Data 253

Big Data Innovation Data Mining 253

Simplilearn

AUGUST 31, 2023

AI has numerous subsets, like machine learning and deep learning, and data science utilizes these technologies to interpret and analyze data, discover patterns, make predictions, and generate insights. So, decidin. Read More.

Artificial Intelligence 246

Artificial Intelligence 246

Simplilearn

JULY 6, 2023

With the growing use of ML, deep learning, NLP, computer vision, reinforcement learning and the more recent surge in use cases for generative AI, prompt engineering, and ChatGPT, it’s no surprise that the global AI market is growing at an annual rate of over 40% (As per Grandview Research). Read More.

Vision 246

Vision 246

Dataversity

DECEMBER 17, 2021

Despite extraordinary advancements in the field, machine learning (ML) and deep learning have seen slow adoption in the enterprise. It’s reported that nearly 80% of enterprises fail to scale AI deployments across the organization. However, in 2022 AI will evolve to better deliver on its promise.

Artificial Intelligence 246

Artificial Intelligence 246

Simplilearn

MAY 18, 2023

The growth and evolution of AI have been remarkable, with advancements in machine learning algorithms, deep neural networks, and natural language processing revolutionizing various industries.

Artificial Intelligence 246

Artificial Intelligence Predictive Analytics 246

Simplilearn

AUGUST 16, 2022

A multilayer artificial neuron network is an integral part of deep learning. Not just that, by the end of the lesson you will also learn: Analyze how to regularize and minimize the cost function in a neural network Carry out backpropagation t. Read More.

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Simplilearn

MARCH 31, 2023

Since its inception by the Facebook AI Research (FAIR) team in 2017, PyTorch has become a highly popular and efficient framework to create Deep Learning (DL) model. This open-source machine learning library is based on Torch and designed to provide greater flexibility and increased speed for deep neural network implementation.

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Simplilearn

NOVEMBER 20, 2023

Looking to venture into the cutting-edge field of Artificial Intelligence and Machine Learning? Get ready for a comprehensive webinar, crafted to provide you a deep dive into the AI/ML industry, helping you chart your career path in this promising domain. Read More.

Artificial Intelligence 130

Artificial Intelligence 130

Smart Data Collective

AUGUST 9, 2023

By analyzing the revenue streams of a particular business, you can gain deep insights about the processes that the company uses to make money. Read Up on Machine Learning Before Deploying It Artificial intelligence-based revenue analysis technology can provide deep insights into how different revenue streams could be improved.

Data Analytics 212

Data Analytics Data Analytics Artificial Intelligence Logistics 212

Simplilearn

MARCH 24, 2022

Deep learning has had a tremendous impact on various fields of technology in the last few years. One of the hottest topics buzzing in this industry is computer vision, the ability for computers to understand images and videos on their own. Self-driving cars, biometrics and facial recognition all rely on computer vision to work.

Vision 240

Vision 240

Smart Data Collective

JUNE 4, 2021

it is overwhelming to learn data science concepts and a general-purpose language like python at the same time. Basics of Machine Learning. Machine learning is the science of building models automatically. Whereas in machine learning, the algorithm understands the data and creates the logic. Semi-Supervised Learning.

E-Commerce 260

E-Commerce Cloud Computing Big Data Data Modelling 260

Simplilearn

AUGUST 28, 2023

In this captivating webinar, we're diving deep into the heart of data science, where algorithms and insights meet entertainment. Learn how these engines analyze your preferences, predict. Read More.

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Simplilearn

SEPTEMBER 4, 2023

Join us for a transformative career masterclass webinar on September 15, 2023, to dive deep into the business data analysis world. In this webinar, you'll learn how the business analytics industry works and what working as a full-time business analyst is like.

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Smart Data Collective

AUGUST 26, 2021

Deep learning technology is changing the future of small businesses around the world. A growing number of small businesses are using deep learning technology to address some of their most pressing challenges. New advances in deep learning are integrated into various accounting algorithms.

Finance 240

Finance Banking Data Quality Documentation 240

Timo Elliott

MAY 8, 2023

In the interview , we discussed how his team used SAP BusinessTechnology to create a simple and very effective mobile application to enable workers to signal potential safety problems, the lessons learned along the way, and how it’s paved the way for many more mobile applications in the future.

Innovation 258

Innovation Documentation Monitoring Digital 258