ODSC - Open Data Science

JANUARY 5, 2024

Hangzhou-based Yunziang Commercial, a developer of commercial cleaning robots that are dedicated to providing users with safe cleaning services for indoor spaces raised a CN¥10,000,000 Seed Round. New York City-based Hatz AI, a provider of MSPs an AI-as-a-service business raised $2.5M in seed round.

Deep Learning 52

Deep Learning Computer Vision Large Language Models AI 52

ODSC - Open Data Science

JANUARY 11, 2024

Hangzhou-based Yunziang Commercial, a developer of commercial cleaning robots that are dedicated to providing users with safe cleaning services for indoor spaces raised a CN¥10,000,000 Seed Round. New York City-based Hatz AI, a provider of MSPs an AI-as-a-service business raised $2.5M in seed round.

Deep Learning 52

Deep Learning Artificial Intelligence Artificial Intelligence Computer Vision 52

AWS Machine Learning Blog

AUGUST 8, 2023

region_name if region not in account_id_map.keys(): raise ("UNSUPPORTED REGION") base = "amazonaws.com.cn" if region.startswith("cn-") else "amazonaws.com" triton_image_uri = "{account_id}.dkr.ecr.

BERT 75

BERT Deep Learning Auto-classification ML 75

AWS Machine Learning Blog

APRIL 22, 2024

amazonaws.com" # The default base DN to use for performing LDAP user operations ldap_search_base = "dc=hyperpod,dc=abc123,dc=com" # The default bind DN to use for performing LDAP operations ldap_default_bind_dn = "CN=ReadOnly,OU=Users,OU=hyperpod,DC=hyperpod,DC=abc123,DC=com" # "password" or "obfuscated_password".

Software Engineer 81

Software Engineer Software Development Machine Learning ML 81

AWS Machine Learning Blog

MAY 9, 2023

region_name if region not in account_id_map.keys(): raise ("UNSUPPORTED REGION") base = "amazonaws.com.cn" if region.startswith("cn-") else "amazonaws.com" mme_triton_image_uri = ( "{account_id}.dkr.ecr. client(service_name="sagemaker") runtime_sm_client = boto3.client("sagemaker-runtime") Session()) s3_client = boto3.client("s3")

Python 78

Python ML Auto-complete Deep Learning 78

AWS Machine Learning Blog

MAY 8, 2023

region_name if region not in account_id_map.keys(): raise ("UNSUPPORTED REGION") base = "amazonaws.com.cn" if region.startswith("cn-") else "amazonaws.com" triton_image_uri = "{account_id}.dkr.ecr. Session() sm = sess.client("sagemaker") sagemaker_session = sagemaker.Session(boto_session=sess) role = get_execution_role() client = boto3.client("sagemaker-runtime")

ML 80

ML BERT Deep Learning Auto-complete 80

Machine Learning World

JULY 8, 2019

For this we need to solve equation gram(A) — cn*I for each eigenvalue, where I — is identity matrix 6. Note that singular values should be sorted from biggest to smallest s1 ≥ s2 ≥ ··· ≥ sn ≥ 0 4. Construct S matrix 5. Now we need find matrix V. Now we need to find matrix U. If determinant(diag(S)) !=

Computer Vision 52

Computer Vision Machine Learning Algorithm Data Science 52

Mlearning.ai

MAY 25, 2023

Summary of the Encoder Model An input sequence (english sentence) is learnt word-by-word and the internal states of the LSTM network have been preserved after each timestep till the last word (last timestep (or) end of the sequence) —  hn,cn  — assuming there are only n words in the sequence.

Neural Network 52

Neural Network Data Science ML Machine Learning 52

Chatbots Life

MARCH 17, 2023

For instance: Input : cn i book an apptmnt with my dr 2day? Normalization refers to the process in NLP by which such randomness, errors, and irrelevant words are eliminated or converted to their ‘normal’ version. Output after normalization: Can I book an appointment with my doctor today?

NLP 105

NLP Chatbots Natural Language Processing Conversational AI 105

Bugra Akyildiz

FEBRUARY 5, 2023

Performance (CN): significantly better than ERNIE TITAN 3.0 As of July 3rd, 2022, GLM-130B has been trained on over 400 billion text tokens (200B each for Chinese and English) and it has the following unique features: Bilingual: supports both English and Chinese. faster) with a single A100 server.

Large Language Models 52

Large Language Models Neural Network Machine Learning BERT 52

Mlearning.ai

JUNE 27, 2023

Assuming we have a dataset D and K clusters, we will have Cn centroids for each cluster Centroids: (C1, C2, C3, …, Cn). K = No of clusters. Geometrically, K-Means clustering involves assigning centroids to groups of points. Based on these centroids, we assign points to their corresponding sets Sets: (S1, S2, S3, …, Sn).

Algorithm 52

Algorithm Machine Learning Data Mining Data Analysis 52

AWS Machine Learning Blog

SEPTEMBER 6, 2023

Set up SSL Complete the following steps to set up SSL: Create the key: openssl genrsa -aes256 -out.key 4096 Encrypt the key: openssl req -sha256 -new -key.key -out.csr -subj '/CN= ' Sign the key: openssl x509 -req -days 365 -in.csr -signkey.key -out.crt Encode the private key to der format: openssl pkcs8 -topk8 -inform PEM -outform DER -in.key -out.der (..)

Software Development 90

Software Development Big Data Machine Learning ML 90

Attivio

JUNE 8, 2015

Normal 0 false false false EN-US ZH-CN X-NONE Media Contact: Jack Doyle 212.738.6115 Jack.Doyle@edelman.com [1] Forrester Research, “Boost Your Business Insights by Converging Big Data and BI”,” March 25, 2015, page 2.] For more information, please visit www.attivio.com.

Business Intelligence 40

Business Intelligence Big Data Data Discovery Data Scientist 40

Shreyansh Singh

MAY 23, 2021

GPT-2 achieved SOTA results on both prediction of common nouns (CBT-CN) and the prediction of named entities (CBT-NE). Data overlap analysis showed one of the CBT test set books, The Jungle Book by Rudyard Kipling, is in WebText, so the authors report results on the validation set which has no significant overlap.

BERT 52

BERT NLP 52

Google Research AI blog

FEBRUARY 28, 2023

Few-shot Regional Machine Translation FRMT is a few-shot evaluation dataset containing en-pt and en-zh bitexts translated from Wikipedia, in two regional varieties for each non-English language (pt-BR and pt-PT; zh-CN and zh-TW).

Robotics 72

Robotics Deep Learning Auto-classification ML 72

AWS Machine Learning Blog

FEBRUARY 24, 2023

180 CV CN resnet50 25M TensorRT ml.g5.2xlarge 34 -51% 110 -31% 166 14% 200. Use Case Architecture Model Name Number of Parameters Framework Instance Type Max Models Loaded Diff (%) Latency (ms) Diff (%) Throughput (qps) Diff (%) Max Concurrent Users CV CNN resnet50 25M PyTorch ml.g5.2xlarge 70. ml.p3.2xlarge 49. 2xlarge 46. ml.p3.2xlarge 28.

BERT 84

BERT NLP Computer Vision Neural Network 84

Mlearning.ai

MAY 23, 2023

Prepare Well: Apart from the specific questions on data science, questions on Core subjects like Database Management systems (DBMS), Operating Systems (OS), Computer Networks(CN), and Object-Oriented Programming (OOPS) can be asked from the freshers especially. So, prepare well for that as well.

Data Science 52

Data Science Neural Network Deep Learning Machine Learning 52