Analytics Vidhya

OCTOBER 20, 2021

This article was published as a part of the Data Science Blogathon Dear readers, In this blog, I will be discussing chunking both theoretically and practically in Python. The post What is Chunking in Natural Language processing?

Natural Language Processing 264

Natural Language Processing Python Data Science NLP 264

Towards AI

MARCH 14, 2024

How do you best learn Data Science and then get a Job? What is data science??? All the way back in 2012, Harvard Business Review said that Data Science was the sexiest job of the 21st century and recently followed up with an updated version of their article.

Data Science 87

Data Science ML Engineer Data Scientist ML 87

IBM Journey to AI blog

SEPTEMBER 19, 2023

Though you may encounter the terms “data science” and “data analytics” being used interchangeably in conversations or online, they refer to two distinctly different concepts. Meanwhile, data analytics is the act of examining datasets to extract value and find answers to specific questions.

Data Science 210

Data Science Data Scientist Machine Learning Data Mining 210

Unite.AI

APRIL 30, 2024

What initially attracted you to computer science and cybersecurity? What initially attracted you to computer science and cybersecurity? I was drawn to the complexities of what computer science and cybersecurity are trying to solve – there is always an emerging challenge to explore. They’re part of a team.”

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LLM Large Language Models ML Artificial Intelligence 147

Great Learning

NOVEMBER 7, 2023

While the terms Data Science, Artificial Intelligence (AI), and Machine learning fall in the same domain and are connected, they have specific applications and meanings. There may be overlaps in these domains now and then, but each of these three terms has unique uses.

Artificial Intelligence 119

Artificial Intelligence Artificial Intelligence Data Science Machine Learning 119

IBM Journey to AI blog

JANUARY 3, 2024

The COVID-19 pandemic revealed disturbing data about health inequity. What is available over the counter that may work instead? There are many elements required to earn people’s trust, including making sure that your AI model is accurate, auditable, explainable, fair and protective of people’s data privacy.

Responsible AI 199

Responsible AI Metadata Explainability AI 199

IBM Journey to AI blog

NOVEMBER 29, 2023

With over 200 trains and a multitude of sensors, Downer has accumulated a vast amount of data. Fine-tuning data insights with enhanced collaboration and expertise Downer continuously works to enhance operational efficiency, minimizing maintenance costs and impacts to transportation schedules.

Data Science 175

Data Science Data Scientist Data Analysis AI 175

IBM Journey to AI blog

JANUARY 25, 2024

Yet many AI creators are currently facing backlash for the biases, inaccuracies and problematic data practices being exposed in their models. This holds true in the areas of statistics, science and AI. We must ask, what is the intent of the model and for whom is it optimized? This is not an opinion; it has empirical validity.

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AI AI Explainability Algorithm 227

IBM Journey to AI blog

FEBRUARY 20, 2024

But what will the impacts of climate change be in the future? Global climate models have given climate scientists a set of expectations as to what the future could hold, both for the Earth at large and for specific regions. In an era of accelerating climate change , predicting the near-future can yield major benefits.

Data Analysis 305

Data Analysis Artificial Intelligence Artificial Intelligence AI 305

IBM Journey to AI blog

NOVEMBER 20, 2023

With the rise of generative AI comes an influx of data. When executing an AI strategy, enterprises need to consider their current compute capacity, where data resides—in the cloud, on premises, at the edge—how data is accessed, necessary security controls, and how to use existing technology investments effectively.

Generative AI 230

Generative AI AI AI AI Strategy 230

IBM Journey to AI blog

FEBRUARY 6, 2024

After the immediate danger has passed, your boss asks: what just happened? If you’re using a basic pre-packaged registrar Domain Name System (DNS) offering, you probably don’t have access to DNS traffic data at all. If you’re using a premium DNS service, the data might be there. Is it really a DDoS attack?

Automation 178

Automation 178

Towards AI

MAY 15, 2024

LLM Progress & BenchmarkingLLM ReasoningLLM Training, Evaluation & InferenceAttention Models Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Join thousands of data leaders on the AI newsletter.

LLM 72

LLM Large Language Models Data Science Machine Learning 72

IBM Journey to AI blog

JULY 6, 2023

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. What is data science? What is machine learning?

Data Science 148

Data Science Machine Learning Big Data Data Mining 148

IBM Journey to AI blog

JANUARY 11, 2024

Scarier still, the next generation of talent will be hard to recruit, as newer computer science graduates who learned Java and newer languages won’t naturally picture themselves doing mainframe application development. Figuring out what different teams have done with COBOL over the years is what makes it so hard to manage change.

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Generative AI AI AI DevOps 271

IBM Journey to AI blog

MAY 18, 2023

“What these enterprises need,” the report states, “is a platform that can simultaneously enable them to harness the power of AI while enhancing and governing it with well-proven and trusted human business expertise.” We are pleased that IBM has been named as a Leader in the Forrester Wave.

Automation 238

Automation AI AI Explainability 238

IBM Journey to AI blog

DECEMBER 19, 2023

As organizations collect larger data sets with potential insights into business activity, detecting anomalous data, or outliers in these data sets, is essential in discovering inefficiencies, rare events, the root cause of issues, or opportunities for operational improvements.

Machine Learning 178

Machine Learning Algorithm Neural Network Artificial Intelligence 178

IBM Journey to AI blog

JANUARY 5, 2024

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that only the intended recipient can interpret it. Since the days of antiquity, the practice of sending secret messages has been common across almost all major civilizations.

Algorithm 251

Algorithm Computer Scientist 251

Towards AI

MAY 9, 2024

LLM Progress & BenchmarkingLLM ReasoningLLM Training, Evaluation & InferenceLLM Optimization & Quantization Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Join thousands of data leaders on the AI newsletter.

LLM 85

LLM Large Language Models Data Science Machine Learning 85

Ehud Reiter

APRIL 22, 2024

For what its worth, my opinion is that its a very useful tech which will have a real impact on productivity and quality of life, but its not going to “change everything” or destroy civilisation. But what does this actually mean? Also impact will take time. Which is not surprising.

Generative AI 124

Generative AI Prompt Engineer Prompt Engineering LLM 124

Ehud Reiter

DECEMBER 19, 2023

Just as importantly, I am seeing more high-quality science I can trust (a lot of ACL-type papers are scientifically dubious). Which Data-to-Text Bilingual Generation. This was a great example of a very careful high-quality scientific analysis of what LLMs could and could not do in a specific machine translation context. Findings

NLP 124

NLP Large Language Models LLM Algorithm 124

Towards AI

MARCH 22, 2024

Insights from bridging data science and cultural understandingDall-E image:impressionist painting interpretation of a herring boat on the open ocean At my core I am a numbers guy, a computer scientist by trade, fascinated by data and what information can be gleaned from it. And who’s model is crunching the data?

AI Modeling 111

AI Modeling Computer Scientist Robotics AI 111

IBM Journey to AI blog

NOVEMBER 3, 2023

As a result, I see access to real-time data as a necessary foundation for building business agility and enhancing decision making. Stream processing is at the core of real-time data. Apache Kafka streams get data to where it needs to go, but these capabilities are not maximized when Apache Kafka is deployed in isolation.

Automation 196

Automation Big Data Data Science Python 196

Towards AI

APRIL 23, 2024

Diffusion ModelsVision Language Models (VLMs)Image Generation & EditingVideo Understanding & Generation Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Join thousands of data leaders on the AI newsletter.

Computer Vision 93

Computer Vision Data Science Machine Learning AI 93

Towards AI

APRIL 23, 2024

Setting Working Environment & Getting StartedUnderstanding Messages RolesBuild a Customized Chatbot Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Click to read To… Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter.

Prompt Engineer 98

Prompt Engineer Prompt Engineering Chatbots Large Language Models 98

Towards AI

MAY 8, 2024

Diffusion ModelsVision Language Models (VLMs)Image Generation & EditingVideo Understanding & Generation Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Join thousands of data leaders on the AI newsletter.

Computer Vision 78

Computer Vision Data Science Machine Learning AI 78

Towards AI

FEBRUARY 14, 2024

Well, one particular great thing about computer science and data science is the open source community—some amazing and selfless people that are developing and building great things for everyone to use. Therefore, the answer to: How can you… Read the full blog for free on Medium.

Large Language Models 94

Large Language Models Data Science Explainability Algorithm 94

ODSC - Open Data Science

MARCH 6, 2023

In an effort to learn more about our community, we recently shared a survey about machine learning topics, including what platforms you’re using, in what industries, and what problems you’re facing. In the first blog, we’re going to discuss the technical side of things, such as what languages and platforms people are using.

Machine Learning 116

Machine Learning Deep Learning Data Science Big Data 116

Towards AI

APRIL 7, 2024

LLM Progress & BenchmarkingLLM ReasoningLLM Training, Evaluation & InferenceLLM Optimization & QuantizationLLM Ethics & Safety Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Join thousands of data leaders on the AI newsletter.

LLM 97

LLM Large Language Models Data Science Machine Learning 97

AssemblyAI

FEBRUARY 16, 2024

Entity Detection spots and categorizes important data in your audio, like names, organizations, addresses, and more. Fresh From Our Blog Transcribe phone calls in real-time in Go with Twilio and AssemblyAI : Develop a server application in Go that transcribes an incoming Twilio phone call into text in real-time.  Sign up here

Neural Network 147

Neural Network Python Categorization Generative AI 147

Towards AI

APRIL 24, 2024

LLM Progress & BenchmarkingLLM ReasoningLLM Training, Evaluation & InferenceLLM Optimization & QuantizationLLM Ethics & Safety Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Join thousands of data leaders on the AI newsletter.

LLM 87

LLM Large Language Models Data Science Machine Learning 87

IBM Journey to AI blog

APRIL 18, 2024

While AGI remains theoretical, organizations can take proactive steps to prepare for its arrival by building a robust data infrastructure and fostering a collaborative environment where humans and AI work together seamlessly. However, these systems lack genuine understanding and can’t adapt to situations outside their training.

Neural Network 239

Neural Network LLM AI AI 239

Towards AI

MARCH 24, 2024

Diffusion ModelsVision Language ModelsImage Generation & EditingVideo Generation & EditingImage Recognition Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Join thousands of data leaders on the AI newsletter.

Computer Vision 102

Computer Vision Data Science Machine Learning AI 102

Towards AI

APRIL 12, 2024

Diffusion ModelsVision Language Models (VLMs)Image Generation & EditingVideo Understanding & Generation Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Prior… Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter.

Computer Vision 92

Computer Vision Data Science Machine Learning AI 92

IBM Journey to AI blog

MAY 8, 2023

This blog continues the discussion, now investigating the risks of adopting AI and proposes measures for a safe and judicious response to adopting AI. Technological risk—data confidentiality The chief technological risk is the matter of data confidentiality. Artificial intelligence (AI) is polarizing.

AI 184

AI AI Algorithm Generative AI 184

IBM Journey to AI blog

FEBRUARY 14, 2024

When thinking of artificial intelligence (AI) use cases, the question might be asked: What won’t AI be able to do? The easy answer is mostly manual labor, although the day might come when much of what is now manual labor will be accomplished by robotic devices controlled by AI. We’re all amazed by what AI can do.

Computer Vision 221

Computer Vision Automation Robotics AI 221

IBM Journey to AI blog

APRIL 24, 2024

An online retailer always gets users’ explicit consent before sharing customer data with its partners. A navigation app anonymizes activity data before analyzing it for travel trends. One cannot overstate the importance of data privacy for businesses today. The user can accept or reject each use of their data individually.

Automation 217

Automation Explainability Artificial Intelligence Artificial Intelligence 217

Towards AI

APRIL 5, 2024

Diffusion ModelsImage Generation & EditingVideo Understanding & GenerationImage Recognition Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond. Join thousands of data leaders on the AI newsletter.

Computer Vision 93

Computer Vision Data Science Machine Learning AI 93