AWS Machine Learning Blog

NOVEMBER 21, 2023

In this post, we use huggingface-sentencesimilarity-bge-large-en as an example. English BGE Base En 21.2 114 English BGE Small En 28.3 English BGE Large En 34.7 English BGE Base En 29.1 372 English BGE Small En 29.2 124 English BGE Large En 47.2 English BGE Base En 29.1 123 English E5 Large 32.2

Machine Learning 87

Machine Learning Machine Learning AWS ML 87

Kaggle

JULY 23, 2020

That’s also how I got my job as a student assistant, because I met one of my now-colleagues there. Just for fun What is your dream job? During my undergraduate studies I joined a university group where we taught ourselves the basics of data science — mostly by working on Kaggle projects such as the Titanic or Instacart challenge.

Data Science 63

Data Science Machine Learning Machine Learning Data Preparation 63

How to Learn Machine Learning

DECEMBER 27, 2022

Some writers are also of the view that machine learning will someday replace their jobs. se publicó primero en How to Learn Machine Learning. Today you can find hundreds of online writing tools using AI & machine learning algorithms. Because of these tools, we have seen many writers question the security of their careers.

Machine Learning 52

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 52

How to Learn Machine Learning

JANUARY 21, 2023

Some of the main risks include: Job displacement: As AI systems become more advanced, they may automate many tasks that are currently performed by humans. This could result in large-scale job losses, particularly in industries such as manufacturing and transportation.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

AWS Machine Learning Blog

JULY 26, 2023

To create a new transcription job, you need to upload your recorded files into an Amazon Simple Storage Service (Amazon S3) bucket before they can be processed. On the audio settings page, as shown in the following screenshot, enable Toxicity detection and proceed to create the new job.

AWS 79

AWS ML ML Natural Language Processing 79

Smart Data Collective

SEPTEMBER 26, 2022

Bootcamps are en vogue in all sorts of industries, with the idea being that intensive training over a short period can bring newcomers up to speed with complex concepts in a flash. For example, if you complete a front-end developer bootcamp at Altcademy.com , you’ll be in a stronger position to succeed when applying for jobs later on.

Data Scientist 135

Data Scientist Data Science Analytics Analytics 135

Data Science 101

OCTOBER 12, 2023

I was planning to become a Finance professor, when a family member got sick and I ended up needing a safer job. I also worked at Amazon in anti-fraud, and closing fraud rings was a big part of my job. So you use a lot of the Azure tools in your job? Although I always wanted to be a researcher, a lot was by accident.

Azure 64

Azure Computer Science Computer Science Clustering 64

AWS Machine Learning Blog

JANUARY 12, 2024

ORIGINAL (English): Using AI to better manage the environment could reduce greenhouse gas emissions, boost global GDP by up to 38m jobs by 2030 - ORIGINAL (English): Quality of business reporting on the Sustainable Development Goals improves, but has a long way to go to meet and drive targets.

Natural Language Processing 113

Natural Language Processing AWS Data Science Database 113

AWS Machine Learning Blog

AUGUST 14, 2023

Topic: sport ### Message: Managing a team of sales people is a tough but rewarding job. Translation: Sorry but I cannot. ### NLP Cloud permet de deployer le NLP en production facilement. I’m practicing twice a week. Topic: business ### Message: I am trying to cook chicken with tomatoes.

AWS 71

AWS Natural Language Processing Machine Learning Machine Learning 71

Data Science 101

NOVEMBER 13, 2023

Know your impact (I’ll get into this later) For landing a job in big tech, specifically Eng – LeetCode, LeetCode, LeetCode. Be aware you will may take a technical assessment like HackerRank, CodeSignal etc check where you’re leveling at levels.fyi and look at the job description carefully.

AI 59

AI AI Deep Learning Deep Learning 59

Flipboard

JANUARY 9, 2024

As coding assistants become more accurate, it seems likely to assume that they will eventually stop being “assistants” and take over the job of writing code. It’s not really an academic question. That will be a big change for professional programmers—though writing code is a small part of what programmers actually do.

Python 142

Python AI AI Data Analysis 142

AWS Machine Learning Blog

JUNE 7, 2023

billion-parameter model using the wikicorpus-en dataset. The workshop shows the distributed training setup using AWS Batch and in particular, the multi-node parallel jobs feature to launch large-scale containerized training jobs on fully managed clusters. billion parameters) model using PyTorch and DeepSpeed.

AWS 67

AWS Clustering Deep Learning Deep Learning 67

IBM Journey to AI blog

SEPTEMBER 20, 2023

a global brand), sent en masse to millions of people in hope that some small percentage of recipients will take the bait. Phishing is the most common cybercrime attack vector , or method; 300,479 phishing attacks were reported to the FBI in 2022. Spear phishing is targeted phishing.

Artificial Intelligence 107

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 107

AWS Machine Learning Blog

SEPTEMBER 6, 2023

You can then choose Train to start the training job on a SageMaker ML instance. Choose I have read and accept EULA and AUP to start the fine-tuning job. Therefore, the training job will consume double the amount of CUDA memory when training on p3 instances compared to g5 instances. format before it’s uploaded to Amazon S3.

ML 97

ML ML Machine Learning Machine Learning 97

AWS Machine Learning Blog

DECEMBER 5, 2023

You can quickly analyze a small body of text in real time, or you can analyze a large set of documents with an asynchronous job. Once the recognizer is trained, you can use it to detect custom entities in your documents. Or provide only one dataset for both training and testing. isprintable()) and (not '"' in e["Text"]) and (not e["Text"].upper()

AWS 98

AWS ML ML Natural Language Processing 98

Precisely

FEBRUARY 5, 2024

Organizations often rely on already-overloaded master data teams, or shared service centers, for manual entry via the SAP GUI to get the job done – but this approach is slow, error-prone, and demoralizing. To simplify and streamline the data creation and updates en masse in SAP, the organization implemented Automate Studio.

Data Quality 59

Data Quality Analytics Analytics Database 59

Smart Data Collective

AUGUST 2, 2019

The Americans with Disabilities Act (ADA ) which became law in 1990, is “a civil rights law that prohibits discrimination against individuals with disabilities in all areas of public life, including jobs, schools, transportation, and all public and private places that are open to the general public”, as described by The ADA National Network.

AI 71

AI AI Machine Learning Machine Learning 71

AWS Machine Learning Blog

APRIL 17, 2023

This design of Data Wrangler allows custom transforms to become part of a SageMaker Processing job for processing massive datasets with custom transformations. client("comprehend") response = comprehend.detect_entities(LanguageCode = 'en', Text = df['name'].iloc[0]) After notebook files (.ipynb) Choose Python (Pandas).

AWS 83

AWS ML ML Python 83

AWS Machine Learning Blog

AUGUST 15, 2023

We run this task with an Amazon SageMaker Processing job on existing data. It’s important for most RAG solutions to run on the knowledge base with the same language. Even though OpenAI provides the Whisper API, for this post, we use the Whisper model from Hugging Face.

AWS 73

AWS ML ML AI 73

Explosion

MARCH 17, 2019

python -m spacy pretrain /input/reddit-100k.jsonl en_vectors_web_lg /output # Pretrain for the en_core_web_lg model python -m spacy pretrain /input/reddit-100k.jsonl en_vectors_web_lg /output --use-vectors We ran both pretraining jobs simultaneously on a Tesla V100, with each task training at around 50,000 tokens per second.

Python 52

Python Natural Language Processing Deep Learning Deep Learning 52

Explosion

FEBRUARY 28, 2017

s neural network models: def build_siamese_network(width, depth): embed = StaticVectors('en', width) pooling = concatenate(mean_pool, max_pool) mwe_encode = chain(ExtractWindow(nW=1), Maxout(width)) # Define a little DSL for block, for convenience. Here’s the full model definition, using Thinc , the library I’ve been developing for spaCy 2.0’s

Algorithm 40

Algorithm Clustering 40

Mlearning.ai

FEBRUARY 24, 2023

aes(x=ds, y=yhat))+ geom_point()+ geom_ribbon(aes(x=ds, y=yhat, ymin=yhat_lower, ymax=yhat_upper), fill="black",alpha=0.2)+ theme_bw() It tries to model the data and actually does a fairly good job, but this is not the model I will want to use in the end. stnry[,2:11]) Original data en differenced data. interval.width = 0.5)

ML 52

ML ML Data Wrangling Algorithm 52

How to Learn Machine Learning

DECEMBER 2, 2022

Identify classroom weakness The main concern of implementing AI in an industry is that it will replace the industry’s workforce, causing job losses. La entrada Top 7 Ways Artificial Intelligence Is Used in Education se publicó primero en How to Learn Machine Learning. But that isn’t entirely true.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52