Data Science Dojo

AUGUST 7, 2023

For example, if you want to make the wording in your content clearer and easier to read, you can use a paraphrasing tool. In other words, there’s no stuff to learn. user/month), Basic ($44.99/user/month), user/month), Team ($114.99/month), user/month), Basic ($44.99/user/month), user/month), Team ($114.99/month),

AI 195

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Dataconomy

NOVEMBER 29, 2023

They’re also handy for your pieces as you can use a summary creator to simplify your writing. has a free tier, it only provides you with 3,000 words of GPT-3.5 for the “Pro” tier – giving you access to higher word limits. Users can’t input their writing to have Notta summarize it for them. Pricing: Though HIX.AI

AI 121

AI AI Natural Language Processing Artificial Intelligence 121

Towards AI

APRIL 19, 2024

We aim to explore document length and word frequency distributions. Additionally, we’re keen on discovering the number of unique words, all words, and the most frequent verbs and adjectives in the corpus. In other words, more than 99% of the dataset does not fit into the context window. Wordview recently integrated gpt-3.5-turbo,

Analytics 88

Analytics Analytics Data Analysis Data Analysis 88

phData

JANUARY 30, 2024

Document Vectors With the success of word embeddings , it’s understood that entire documents can be represented in a similar way. In this case study, we will build a vector that represents a document that is derived from an IDF weighted average of the word embeddings that make up the document. df = session.table("BBC_ARTICLES").filter(col("CLASS")

ML 98

ML ML Python Database 98

Dataconomy

APRIL 7, 2023

Jenni AI is a powerful artificial intelligence writing system that speeds up the creation of material of all types, from academic essays and fan fiction to top-ranked blog posts. Jenni AI is a powerful writing tool that helps you create engaging and informative content for your audience. What can you write with Jenni AI?

AI 91

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Mlearning.ai

JULY 18, 2023

You can write your streaming code the same way you would write a batch computation code. load() # Split the lines into words words = lines.select( explode( split(lines.value, " ") ).alias("word") alias("word") ) # Generate word count wordCounts = words.groupBy("word").count()

SQL 52

SQL Machine Learning Machine Learning Algorithm 52

Dataconomy

JANUARY 23, 2024

These AI can then be used to perform tasks that normally require human-level intelligence, such as reading, writing, speech, and visual recognition. Now don’t get me wrong, human content produced by an SEO agency in Melbourne or talented freelance writing professionals will always have a place.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 113

Flipboard

MAY 4, 2023

For a few years now, I’ve been writing articles on neurotechnology with downright Orwellian headlines. Now we’ve got a non-invasive brain-computer interface (BCI) that can decode continuous language from the brain, so somebody else can read the general gist of what we’re thinking even if we haven’t uttered a single word.

AI 181

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Heartbeat

JANUARY 26, 2023

Understanding and creating N-grams for Natural Language Processing (NLP) with Python NLTK library Photo by Jelleke Vanooteghem on Unsplash In Natural Language Processing (NLP), we train models to enable computers to understand text and spoken words in the same way humans can. What are n-grams? This is called the N-gram Language Model.

Python 52

Python Natural Language Processing Deep Learning Deep Learning 52

Dataconomy

SEPTEMBER 12, 2023

You have to collect a dataset, clean it, get it in the right format, select a model, write the training code and train it. Aim for a word count under 500. We tested our chatbot with the prompt: “ Hi, can you define artificial intelligence in a 300-word long piece?” Training models is hard. There you have it.

Data Wrangling 227

Data Wrangling Artificial Intelligence Artificial Intelligence AI 227

Dataconomy

APRIL 7, 2023

Jenni AI is a powerful artificial intelligence writing system that speeds up the creation of material of all types, from academic essays and fan fiction to top-ranked blog posts. Jenni AI is a powerful writing tool that helps you create engaging and informative content for your audience. What can you write with Jenni AI?

AI 70

AI AI Artificial Intelligence Artificial Intelligence 70

Mlearning.ai

FEBRUARY 24, 2024

Explore the Best AI Writing Software with Our Review. Are you on the quest for the ultimate AI writing tool that’ll transform your creative process into a breeze? Well, look no further, because today, we’re diving deep into the realm of AI writing with Writesonic. ? But what sets it apart from other AI writing tools?

AI 52

AI AI Natural Language Processing Algorithm 52

Dataconomy

DECEMBER 4, 2023

This innovative platform is rapidly becoming an indispensable asset for students worldwide, aiming to enhance their academic performance and writing skills. Lunchbreak AI is a state-of-the-art tool that utilizes advanced artificial intelligence to assist students in researching and writing essays. What is Lunchbreak AI?

AI 103

AI AI Artificial Intelligence Artificial Intelligence 103

AssemblyAI

NOVEMBER 2, 2023

Key phrase detection identifies significant words and phrases in your transcript and lets you extract the most important highlights from your audio or video file. We iterate over this list, and for each key phrase we print the text of the highlight, together with the corresponding count, rank, and timestamps.

Python 59

Python Machine Learning Machine Learning AI 59

AWS Machine Learning Blog

APRIL 25, 2024

Media companies use summarization to monitor news and social media so journalists can quickly write stories on developing issues. The attention mechanism allows the model to assign different weights to different words or tokens in the input sequence, enabling it to capture long-range dependencies and contextually relevant information.

AWS 104

AWS Algorithm Artificial Intelligence Artificial Intelligence 104

Mlearning.ai

JULY 31, 2023

Enhance Your GPT Experience: Tiktoken Unveiled — Free Token Counting for Prompts (with Python Code!) For instance, when the term “tokenization” is examined, it can be broken down using a defined grammar into “token” and “ization”, whereas a common short word like “sun” is treated as a single token.

Python 52

Python AI AI ML 52

Mlearning.ai

JULY 7, 2023

####extract_YT function to extract text from YouTube link ####uses YoutubeLoader to extract text from YouTube link ####parameters: "link" is the YouTube link #### youtube-transcript-api is a dependency and needs to #### be installed before running this function #### returns: words->number of words, num->0 to indicate embeddings, #### (..)

Database 95

Database ML ML AI 95

Dataconomy

JULY 12, 2023

The cost of the API hasn’t changed (around $0.0465 to produce 1,000 words), and Claude 2 is already being tested by a number of companies, including Sourcegraph and the generative AI platform Jasper. According to reports, Claude 2 is a powerful AI that can process up to 100,000 tokens—roughly equal to 75,000 words—in a single request.

AI 172

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Flipboard

JULY 31, 2023

The Nuts & Bolts of AI Blog Writing Software If you’ve ever been perplexed by how your GPS predicts the fastest route or how Netflix always knows the perfect show to recommend next, you’re already somewhat familiar with the magic of AI. That’s where AI blog writing software steps in. Got a tight deadline?

AI 92

AI AI Machine Learning Machine Learning 92

Data Science Dojo

JANUARY 15, 2024

Tokens outside the sliding window still influence next-word prediction. Creative Writing : Compose poems, scripts, musical pieces, and other creative text formats. SWA allows each token to attend to a maximum of W tokens from the previous layer (here, W = 3).

Natural Language Processing 195

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Mlearning.ai

JULY 21, 2023

Write your first code to learn how window functions work with streaming data In the growing world of Big Data, streaming data processing is a key component in dealing with real-time analytics. I have been writing about Apache Spark recently and published articles on this topic. We’ll be focusing on structured streaming in this article.

SQL 52

SQL Big Data Big Data Analytics 52

Flipboard

MARCH 23, 2023

Many of these are unsurprising: you can ask it to write a letter, you can ask it to make up a story, you can ask it to write descriptive entries for products in a catalog. It has helped to write a book. What is it, how does it work, what can it do, and what are the risks of using it? And some of these things are mind blowing.

AI 133

AI AI SQL Natural Language Processing 133

Flipboard

JUNE 20, 2023

Meet Your New Swiss Army Knife: ChatGPT Imagine having a writing partner who’s there 24/7, ready to assist with everything from brainstorming marketing ideas to crafting perfect blog posts. Perhaps “Write a reply to a customer complaint about a late delivery” needs to be more direct or empathetic.

AI 116

AI AI 116

Mlearning.ai

APRIL 27, 2023

The context window of the language model starts from the current prompt and goes back in history until the token count is exceeded. According to OpenAI , 100 tokens is roughly equivalent to 75 words. and 32000 tokens (for GPT-4), the corresponding word limits are 3072 and 24000 words respectively. This means that GPT-3.5

AI 52

AI AI Natural Language Processing ML 52

Flipboard

JUNE 13, 2023

The process of going through ChatGPT to Wolfram and back was also painfully slow, much slower than using Wolfram Alpha directly or writing a few lines of Python. A few weeks ago, a story circulated about a lawyer who used ChatGPT to write a brief. Could ChatGPT write an essay for me? I was still uncomfortable.

Database 106

Database Python AI AI 106

Mlearning.ai

FEBRUARY 19, 2023

It’s a statistical model that generates human like fluent text, based on the probability distribution range over a sequence of words. It is intuitive to think of GPT-3 as a model that throws up the next word when an initial text is given as input, based on the context. That is roughly 57 billion words and 175 billion parameters.

Natural Language Processing 52

Natural Language Processing Deep Learning Deep Learning Artificial Intelligence 52

phData

JANUARY 8, 2024

These versatile models are rapidly changing the game in fields like writing, research, and communication (even pushing the boundaries of natural language processing). Limit Ambiguity: Minimize the use of ambiguous words like “it,” “this,” or “that” in your prompts. Specify what you are referring to.

Python 52

Python Algorithm Natural Language Processing Artificial Intelligence 52

Towards AI

JANUARY 30, 2023

I was never skilled at writing Dall-E prompts that’ll generate decent images. What I did here was to ask ChatGPT to “write a Dall-E text to image prompt of ChatGPT thinking and make it sit in the same position as the famous Le Penseu statue”. Does this count as thinking in a somewhat similar way to how we think?

Machine Learning 82

Machine Learning Machine Learning AI AI 82

Hacker News

FEBRUARY 14, 2023

See also: “Wolfram|Alpha as the Way to Bring Computational Knowledge Superpowers to ChatGPT” » It’s Just Adding One Word at a Time That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. ”—and each time adding a word. seems best. (It’s

Machine Learning 182

Machine Learning Machine Learning Algorithm Artificial Intelligence 182

Towards AI

JANUARY 28, 2024

The Chat Analyzer Table of Content · Why Did I Write This Article?· It shows some basic chat user-level numbers such as % of total messages, and N words, but contains some more complex ideas such as “Top Emoji”. How does it work?· Have you ever wondered what secrets your chat data holds? dt.floor('h').dt.strftime("%H:%M")

AI 74

AI AI Machine Learning Machine Learning 74

Heartbeat

FEBRUARY 8, 2023

." #Tokenization tokens <- wordpunct_tokenizer(tdata) #The line above uses the 'tm' package's word_tokenizer() function to tokenize the text data into individual words. The sentence id is the sentence number of the element in the text, and the word count is the element’s word count.

Natural Language Processing 52

Natural Language Processing Machine Learning Machine Learning Deep Learning 52

Heartbeat

MARCH 8, 2023

It is a form of unsupervised learning that identifies patterns in the text data, grouping similar words into topics, and then categorizes each document based on the topics it contains. Topic labeling in R Topic modeling is a text analysis technique that helps identify the main topics discussed in a large corpus of text data.

Machine Learning 52

Machine Learning Machine Learning Algorithm Data Mining 52

Dataconomy

MAY 8, 2023

DALL-E uses a transformer network to make pictures from word descriptions, like “a cat wearing a hat” or “a snail made of a harp.” The user types in words using Discord bot commands, which are read by the program and used to make an image. It is one of the best AI drawing generators.

AI 194

AI AI Artificial Intelligence Artificial Intelligence 194

Mlearning.ai

AUGUST 5, 2023

Well…I was looking for an example while looking at my phone, but I guess this counts as trying.) The word representations 23 July 2023 and the numeric representation 23/07/2023. However, these are the few things we must tolerate when writing such expressions. But there are more variations of writing a date. Using the ?

Data Mining 52

Data Mining Data Mining Data Mining Python 52

Mlearning.ai

JUNE 8, 2023

A few embeddings for different data type For text data, models such as Word2Vec , GLoVE , and BERT transform words, sentences, or paragraphs into vector embeddings. The two training modes are called Continuous Bag Of Words (CBOW) and Skip-gram. It is good to capture syntactic relationships and analogies between words (e.g.,

Machine Learning 52

Machine Learning Machine Learning Clustering Database 52

Towards AI

FEBRUARY 3, 2023

In other words, an interpreter is a layer of software logic between the code you write and the computer hardware you are working on. Indices can also be negative numbers and in that case the count starts from right. Python Interpreter Python is a programming language and a software package called interpreter.

Python 52

Python AI AI 52

Mlearning.ai

JANUARY 17, 2024

If classic AI is the wise owl, generative AI is the wiser owl with a paintbrush and a knack for writing. Why does the smartest bot on earth fail on this simple counting task? Common English words are not split; they are single tokens. Common English words are not split; they are single tokens.

AI 98

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