Towards AI

APRIL 30, 2024

Topic Modeling on Customer Reviews using BERTopic and Llama2 A Quick Guide to Creating Interpretable Topics from Customer Reviews with BERTopic and Llama2 using Ollama. Topic modeling is a technique that facilitates the discovery of main themes and topics within a vast collection of text documents.

Clustering 75

Clustering Algorithm AI AI 75

IBM Data Science in Practice

NOVEMBER 11, 2022

Using the topic modeling approach, a machine can sift through unlimited lists of unstructured content into similar documents. So everyone wants the best Topic Modeling tool which they can use directly with their unstructured data & got the best results. These pre-defined topics are fixed.

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Towards AI

FEBRUARY 7, 2024

Instead of building them imperatively with LlamaIndex modules, Query Pipelines provides you with a more efficient way and with fewer lines of code. Express common workflows with fewer lines of code/boilerplate Greater readability Greater parity / better integration points with common low-code / no-code solutions (e.g.

AI 96

AI AI Data Science Machine Learning 96

Data Science Dojo

APRIL 17, 2023

The first day also included discussions on topics such as “Automating Data Science Jobs” and “The Role of Ethics in AI” The second day of the conference had panel discussions and tutorials on digital ethics, graph analytics, and the chief data officer role.

Data Scientist 195

Data Scientist Data Science AI AI 195

Towards AI

JANUARY 8, 2024

Stepping through theory, background, and code examples Neural networks have gained incredible attention over the last decade (despite being around for much longer), and seem to have made incredible progress in the eyes of the public. like a language model) or classifying images with just a few lines of code.

Deep Learning 100

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 100

Dataconomy

DECEMBER 6, 2023

Multi-Modal with Search Grounding utilizes GPT-4 with Vision to provide highly accurate visual search results ( Image credit ) Deep Search on Bing Deep Search, an upcoming feature on Bing, redefines search experiences for complex topics by leveraging the power of GPT-4. Let us explain. How does Bing use GPT-4?

Artificial Intelligence 183

Artificial Intelligence Artificial Intelligence AI AI 183

Hacker News

APRIL 11, 2024

Tretten Bridge was designed while building regulations in Norway were in transition from a national system to European codes. Aesthetics "not a governing topic" The NPRA is currently undertaking steps to improve bridge safety. Plan Arkitetker has designed many of Norway's wooden bridges. "If

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Data Science Dojo

JANUARY 20, 2023

These tutorials include topics like R & Python programming , data mining , and Azure ML (Machine Learning). You’ll have live instructors and TAs working with you to help you learn these complex topics. We provide post-bootcamp tutorials for our alumni to continue their data science education.

Data Science 195

Data Science Natural Language Processing Data Mining Data Mining 195

Smart Data Collective

MARCH 2, 2022

One of the biggest trends is the introduction of low code and no-code data platforms. No-Code Platforms Are the Future of Data Science and AI. As a result, low-code/no-code next-gen technologies are starting to reach the enterprise. There are a lot of great reasons to embrace no-code platforms.

Data Science 111

Data Science Data Scientist AI AI 111

Towards AI

JANUARY 24, 2024

As researchers and medical practitioners, when we need to get updated information on a specific topic, the process is usually the same (either with PubMed or other scientific repositories): Check for systematic reviews and meta-analyses. If reviews are not available: Check for recent articles on the topic. And it isn’t PubMed’s fault.

AI 93

AI AI Data Visualization Python 93

ODSC - Open Data Science

SEPTEMBER 20, 2023

10 Trending Topics Coming to ODSC West 2023 With topics like monitoring drift, AI in gaming, and LLMs, these are a few trending topics coming to ODSC West in a few weeks. Pre-Bootcamp Primer Courses These primer courses can be taken stand-alone or as part of our Mini-Bootcamp series.

AI 98

AI AI Data Science Data Scientist 98

Data Science Dojo

APRIL 4, 2023

Python is also an interpreted language, which means that you can write and run code without the need for a compiler. Are you interested in learning Python for Data Science? Look no further than Data Science Dojo’s Introduction to Python for Data Science course. What is the format of the course?

Data Science 366

Data Science Python Data Analysis Data Analysis 366

ODSC - Open Data Science

FEBRUARY 26, 2024

REGISTER NOW In the interview, we discuss a number of important topics related to the modern data science development toolkit, including what key frameworks are emerging, the impact of low-code and no-code AI, how automated machine learning plays a role, and where the field is going in the future.

Data Science 52

Data Science Machine Learning Machine Learning AI 52

ODSC - Open Data Science

SEPTEMBER 28, 2023

The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models? Read about Airflow’s limitations at scale, aka its inability to accommodate diverse infrastructure, trigger criteria, and code structure. This all leads to the more pythonic way to orchestrate code: Prefect.

Data Scientist 52

Data Scientist AI AI Azure 52

Data Science 101

SEPTEMBER 10, 2023

cours… and built a coding newcomers community; anything to help people learn really. Being able to explain topics and concepts well (and simply) to others (even if that ‘other’ is your future self) is a big step in understanding something to a good level. Why do you think writing is important for developers, especially new developers?

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Becoming Human

JUNE 5, 2023

In this article, we will explore a Python project called “GitHub Topics Scraper,” which leverages web scraping to extract information from the GitHub topics page and retrieve repository names and details for each topic. Introduction GitHub is a widely popular platform for hosting and collaborating on code repositories.

Python 59

Python Artificial Intelligence Artificial Intelligence Data Analysis 59

Towards AI

APRIL 7, 2024

This article seeks to also explain fundamental topics in data science such as EDA automation, pipelines, ROC-AUC curve (how results will be evaluated), and Principal Component Analysis in a simple way. SweetViz is an open-source Python library that generates visualizations that let you begin your EDA by writing two lines of code!

Machine Learning 114

Machine Learning Machine Learning Exploratory Data Analysis EDA 114

Mlearning.ai

JANUARY 17, 2024

An interesting approach One algorithm of note focuses on topic classification by employing data compression algorithms. Cross-entropy measures the average number of bits needed to identify an event drawn from the set if a coding scheme is optimized for an estimated probability distribution q rather than the true distribution p.

Algorithm 52

Algorithm ML ML Python 52

Towards AI

AUGUST 16, 2023

This article is intended as an outline of the key differences rather than a comprehensive discussion on the topic of the AI software process. In fact, writing scientific code has two unique properties: mathematical errors and experimental nature. No bugs are found. No exception is raised. References [1] E.

Machine Learning 88

Machine Learning Machine Learning AI AI 88

Dataconomy

SEPTEMBER 18, 2023

AI coding assistants can provide real-time code suggestions, automate repetitive tasks, and even help debug your code. StableCode is your coding focused LLM Master marketing magic Digital marketing is a multifaceted field, but AI can simplify it for you.

AI 194

AI AI Big Data Analytics Big Data Analytics 194

AssemblyAI

MAY 8, 2024

The Nano tier works well for content generation, topic detection, and more, and is ideal for those that require cost efficiency or want to test out Speech-to-Text models in a low-cost way. You can see a full breakdown of Universal-1’s performance here. hour Starts at $0.12/hour

AI 59

AI AI 59

ODSC - Open Data Science

FEBRUARY 22, 2024

ODSC Highlights Announcing the First Speakers for the 2024 Data Engineering Summit Featuring topics like data-centric AI, Apache tools, and more, these are the first sessions announced for the Data Engineering Summit this April. Weekly Recap Newsletter Want to get a weekly digest of AI news from around the world every Friday?

AI 52

AI AI Machine Learning Machine Learning 52

Towards AI

AUGUST 24, 2023

I also have a GitHub repo with lots of notes and links to AI/ML articles on various topics LearnAI. Trying to code ML algorithms from scratch. There are simply too many ML algorithms for a software developer to code from scratch and be able to understand all the details needed to properly implement them. Know when not to use AI.

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AI AI Algorithm ML 92

DrivenData Labs

MARCH 8, 2023

This blog post covers the following topics as they are in early 2023: A quick how-to guide on what you minimally need to do to adopt the modern packaging standards for most cases (with further reading for more complicated cases). The action of turning your Python source code into the package thing is often referred to as building the package.

Python 246

Python 246

AssemblyAI

SEPTEMBER 6, 2023

Store your API Key We want to avoid hard coding the API key for both security and convenience reasons. Alternative: using dotenv You can alternatively set your API key in the Python script itself using aai.settings.api_key = "YOUR_API_KEY" Note that you should not hard code this value if you use this method.

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Python Machine Learning Machine Learning AI 59

ODSC - Open Data Science

SEPTEMBER 20, 2023

Being specific guides the AI toward producing the desired output and minimizes the risk of irrelevant or off-topic responses. For example, if you’re discussing a medical topic, you might begin with, “Considering recent advances in medical research, explain the potential benefits of gene therapy for inherited diseases.”

AI 98

AI AI Data Science Supervised Learning 98

AssemblyAI

JANUARY 24, 2024

Audio Intelligence models such as Summarization, Topic Detection, and Sentiment Analysis, as well as frameworks for applying LLMs to spoken data like LeMUR , can be used to help build such tools. Topic Detection identifies common topics in a transcription text, helping users understand context and identify buying patterns.

AI 59

AI AI Artificial Intelligence Artificial Intelligence 59

IBM Journey to AI blog

NOVEMBER 21, 2023

One of the functions of Kafka is to decouple consuming and producing applications, so that they communicate via a Kafka topic rather than directly. The applications all need to share the same assumptions about the structure of the data. What’s next?

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Apache Kafka Clustering Data Quality Data Governance 106

PyImageSearch

FEBRUARY 20, 2023

Looking for the source code to this post? Recently, many people have been talking about JAX , a new numerical computing library that can make your code run faster. Once you complete this course, you’ll be able to understand and work with any code written in JAX/FLAX. The code base is fairly simple.

Machine Learning 114

Machine Learning Machine Learning Deep Learning Deep Learning 114

ODSC - Open Data Science

JUNE 14, 2023

Much of what the chatbot says may seem right — especially to people without firsthand knowledge of the topic. That’s why it’s best to think carefully about the pros and cons before using ChatGPT for advice about any topic for which an error would have serious consequences. Examples include money, health, and legal matters.

Data Science 86

Data Science Artificial Intelligence Artificial Intelligence AI 86

Dataconomy

AUGUST 24, 2023

Whether you’re a seasoned developer seeking code analysis or a curious student delving into complex topics, this game-changing tool is here to tailor the experience just for you. Whether you’re a coding guru who craves succinct explanations or a researcher hungry for references, ChatGPT’s got your back.

AI 91

AI AI Artificial Intelligence Artificial Intelligence 91

IBM Journey to AI blog

OCTOBER 10, 2023

For both portions, IBM watsonx Assistant leverages the Retrieval Augmented Generation framework packaged as a no-code out-of-the-box solution to reduce the need to feed and retrain the LLM model. Users can simply upload the latest business documentation or policies, and the model will retrieve information and return with an updated response.

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AI AI 88

Flipboard

JUNE 8, 2023

Then, Ross asked students to exchange topics and this time he asked students to supplement their research using generative AI (he recommended BingAI). Students then worked backwards, writing code to make the AI-developed app more complex. They’re learning about, ‘How do I get AI to replicate my work?’

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AI AI Artificial Intelligence Artificial Intelligence 155

Data Science 101

AUGUST 27, 2023

I had the luxury of starting to code as a kid and had lots of uninterrupted time at the computer to explore and learn make things without judgement.I That’s where it started and I kept finding projects and never stop coding. The mix of emotions I felt when I realized for the first time that Chat GPT could code was surreal.

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AI AI 98

ODSC - Open Data Science

MARCH 11, 2024

Introducing the Topic Tracks for ODSC East 2024 — Highlighting Gen AI, LLMs, and Responsible AI ODSC East 2024 , coming up this April 23rd to 25th, is fast approaching and this year we will have even more tracks comprising hands-on training sessions, expert-led workshops, and talks from data science innovators and practitioners.

Deep Learning 52

Deep Learning Deep Learning Data Science AI 52

PyImageSearch

MAY 8, 2023

Looking for the source code to this post? For example, the following quote from François Chollet (as shown in Figure 1 ) makes the topic even more confusing. My mission is to change education and how complex Artificial Intelligence topics are taught. Let’s find out. What does it mean to cause? What's next?

Machine Learning 111

Machine Learning Machine Learning Deep Learning Deep Learning 111

AWS Machine Learning Blog

FEBRUARY 15, 2024

Amazon SageMaker Canvas addresses this dilemma by providing domain experts a no-code interface to create powerful analytics and ML models, such as forecasts, classification, or regression models. An MLOps expert creates the inference infrastructure and code translating the model output from a prediction into an anomaly indicator.

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ML ML AWS Data Science 91