IBM Journey to AI blog

SEPTEMBER 6, 2023

Toggle switches: For testing, select Allow any common name (CN) and Allow subdomains. Subject Name: Because we are allowing any CN, leave this blank. Use the same CN as used throughout this exercise. Certificate roles: Select Use certificates for server and Use certificates for client. Set validity to the same as the template.

Algorithm 102

Algorithm 102

AWS Machine Learning Blog

AUGUST 21, 2023

For example, if your cluster resides in the us-east-1 Region, you could specify a common name in the certificate configuration that allows access to the cluster by specifying CN=*.ec2.internal If your cluster resides in us-west-2 , you could specify CN=*.us-west-2.compute.internal. Virginia), remember to use CN=*.ec2.internal.

AWS 83

AWS Data Lakes Clustering Data Preparation 83

ODSC - Open Data Science

JANUARY 26, 2024

China-based Guangdong Shi Robot , a cold chain cloud factory platform supplier that specializes in artificial intelligence supply chain management, raised north of CN¥110 in seed round. California-based Aniai , a developer of a labor solution for quick service restaurants by building robotic kitchens, raised $15M in seed round.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

IBM Data Science in Practice

JULY 5, 2023

It is important to notice that the inference only generates embeddings for either drugs or proteins so you need to combine and convert them into the following format so that they can be used as input to the model benchmark training as explained below. { "Drug": { "CN(C)CC(=O)NC(COc1cncc(-c2ccc3cnccc3c2)c1)Cc1c[nH]c2ccccc12": [ -1.2718517780303955, (..)

Database 130

Database Python Algorithm Deep Learning 130

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 83

ML ML Deep Learning Deep Learning 83

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 81

Python ML ML Deep Learning 81

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).

Clustering 52

Clustering Algorithm Data Analyst Machine Learning 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 (..)

AWS 96

AWS Cloud Computing Analytics Analytics 96

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).

ML 72

ML ML Deep Learning Deep Learning 72

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.

52

52

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 Decision Trees Deep Learning Deep Learning 52

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.

ML 87

ML ML Deep Learning Deep Learning 87

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.

Deep Learning 78

Deep Learning Deep Learning AWS ML 78