Hacker News

MAY 6, 2023

Organized by John McCarthy , Marvin Minsky , Claude Shannon , and Nathaniel Rochester , it brought together a few dozen of the leading thinkers in AI, computer science, and information theory to map out future paths for investigation. None of the AI@50 organizers knew exactly where the 1956 meeting had taken place.

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AI AI Artificial Intelligence Artificial Intelligence 162

ODSC - Open Data Science

OCTOBER 12, 2023

Eli graduated with an Electrical Engineering and Computer Science degree from U.C. Originally posted on OpenDataScience.com Read more data science articles on OpenDataScience.com , including tutorials and guides from beginner to advanced levels!

Data Science 52

Data Science System Architecture Computer Science Computer Science 52

PyImageSearch

APRIL 3, 2023

format(img_path.split('/')[1])) in_nn = classifierNN.get() # apply softmax on predictions and # fetch class label and confidence score if in_nn is not None: data = utils.softmax(in_nn.getFirstLayerFp16()) result_conf = np.max(data) if result_conf > 0.5: From Lines 38-47 , If the output is not None (i.e., putText( image, "{}".format(result["name"]),

Deep Learning 64

Deep Learning Deep Learning AI AI 64

Smart Data Collective

MARCH 14, 2023

You will want to get certifications showing that you have the skills needed to excel in a data science position. 365 Data Science reports that 18.3% of data scientists have computer science degrees. However, some universities have more specialized degrees in data science. You just have to be patient.

Data Scientist 86

Data Scientist Data Science Machine Learning Machine Learning 86

DataRobot

AUGUST 3, 2021

But none of these applications involve replacing humans with robots.”. That alone makes him one of the main drivers of computer science.”. “Natural language processing used to be a dirty word because it didn’t really work. Now it’s doing a lot, in chatbots and so on, and now companies almost have to be using it.

Natural Language Processing 52

Natural Language Processing AI AI Computer Science 52

Flipboard

MARCH 9, 2023

For his part, Shahir Salehi, the founder of ChatX and a front-end designer with computer science and art degrees, felt the “timing was right” to launch a competing marketplace for prompt exchanging. Image Credits: NeutronField Growth might come as generative AI continues to attract eyeballs.

AI 118

AI AI Computer Science Computer Science 118

Flipboard

NOVEMBER 30, 2023

The following class file provides all the options for customization: class SchemaBuilder( sample_input: Any, sample_output: Any, input_translator: CustomPayloadTranslator = None, output_translator: CustomPayloadTranslator = None ) However, in most cases, just sample input and output would work. output = "Comment la démo va-t-elle?"

ML 128

ML ML AWS Python 128

AWS Machine Learning Blog

APRIL 27, 2023

Error Type StrategyQA Sports Understanding None 17.6% He has a PhD in computer science at Cornell University. Nitish Joshi was an applied science intern at AWS AI, Amazon. He is a PhD student in computer science at New York University’s Courant Institute of Mathematical Sciences advised by Prof.

Machine Learning 66

Machine Learning Machine Learning Natural Language Processing Algorithm 66

Mlearning.ai

MARCH 24, 2023

Some came close, but none were able to fully convince the judges that they were human. Nonetheless, the pursuit of artificial intelligence continued to drive progress in computer science and robotics. Years passed, and many attempts were made to create machines that could pass the Turing test.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

DrivenData Labs

APRIL 10, 2024

Guy, Yonatan and Chen received their PhD in computer science some 20 years ago, while Irena is catching up to them these days. degree in computational engineering from Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), where he is currently pursuing the Ph.D. in computer science. He is a Kaggle grandmaster.

Computer Science 264

Computer Science Computer Science Machine Learning Machine Learning 264

Smart Data Collective

OCTOBER 5, 2022

There are clearly many benefits of the cloud , but they are especially significant in the computer science profession. None of this would have been possible without advances in cloud technology. Have you ever wondered how cloud technology is changing the scope of the software development profession?

Computer Science 113

Computer Science Computer Science Cloud Computing 113

PyImageSearch

SEPTEMBER 11, 2023

Also, as discussed above, SAM accepts any combination of these parameters, and some can even be None , as we will see later. Specifically, we first check if input_points provided is None ( Line 33 ), and if not, we use the show_points function to visualize the input_points ( Line 34 ). image = cv2.imread(config.IMG_PATH[0])

AI 117

AI AI Deep Learning Deep Learning 117

Heartbeat

OCTOBER 26, 2023

Earn a Bachelor’s Degree: To become an AI engineer, you will need at least a bachelor’s degree in computer science, mathematics, or a related field. Getting a degree in computer science or a related field. " openai_llm.predict(prompt) And the model will give the following response: 1.

Machine Learning 52

Machine Learning Machine Learning Computer Science Computer Science 52

AWS Machine Learning Blog

NOVEMBER 9, 2023

She holds a master’s degree in Computer Science specialized in Data Science from the University of Colorado, Boulder. random_state=200) train_dataset_part1 =raw_df.drop(train_dataset_part2.index) index) # save the train datasets train_dataset_part1.to_csv("data/mammo-train-dataset-part1.csv",index=False) Sunita Koppar is a Sr.

AWS 100

AWS ML ML Machine Learning 100

PyImageSearch

DECEMBER 19, 2022

imshow('left', inLeft.getCvFrame()) # check if data is available from right camera node if inRight is not None: # convert the right camera frame data to OpenCV format and # display grayscale (opencv format) frame cv2.imshow('right', On Line 38 , we return the pipeline to the calling function. imshow function ( Lines 64-73 ).

Deep Learning 52

Deep Learning Deep Learning Python AI 52

Flipboard

AUGUST 21, 2023

class TextHelper: def __init__(self) -> None: self.bg_color = (0, 0, 0) self.color = (255, 255, 255) self.text_type = cv2.FONT_HERSHEY_SIMPLEX getCvFrame() if inDet is not None and frame is not None: detections = inDet.detections annotateFrame(frame, detections) if outQ.has(): jsonText = str(outQ.get().getData(),

Python 88

Python Deep Learning Deep Learning Algorithm 88

Hacker News

MAY 16, 2023

” said Dave Levin , an assistant professor of computer science at University of Maryland. That involved ensuring that none of the devices could connect to the Internet when powered on, and scanning all images on the devices against known hashes for child sexual abuse material.

Computer Science 172

Computer Science Computer Science 172

Dataconomy

JULY 21, 2023

Yet, before delving into the complexities of advanced AI systems, we must pay homage to the ancestors of AI, and none is more significant than the Finite-State Machine. A Finite-State Machine (FSM) is a fundamental concept in the world of computer science and engineering.

Algorithm 91

Algorithm Artificial Intelligence Artificial Intelligence Computer Science 91

PyImageSearch

OCTOBER 23, 2023

class CelebADataset(Dataset): def __init__(self, root_dir, transform=None): self.root_dir = root_dir self.transform = transform self.all_images = list(glob.iglob(root_dir + "/*.jpg")) If not provided, it defaults to None. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated?

Deep Learning 67

Deep Learning Deep Learning Computer Science Computer Science 67

AWS Machine Learning Blog

NOVEMBER 16, 2023

She is a technologist with a PhD in Computer Science, a master’s degree in Education Psychology, and years of experience in data science and independent consulting in AI/ML. Train the PeftModel as the base model. His current areas of focus are AI/ML infrastructure and applications. Dr. Changsha Ma is an AI/ML Specialist at AWS.

AWS 83

AWS ML ML Data Preparation 83

AWS Machine Learning Blog

APRIL 25, 2023

environment.yml") def train_hf_model( train_input_path,test_input_path,s3_output_path = None, *,epochs = 1, train_batch_size = 32, eval_batch_size = 64, warmup_steps = 500,learning_rate = 5e-5 ): model_name = "distilbert-base-uncased" model = AutoModelForSequenceClassification.from_pretrained(model_name).

Machine Learning 78

Machine Learning Machine Learning ML ML 78

AWS Machine Learning Blog

OCTOBER 6, 2023

script, we load the model path using the model ID provided in the property file: def load_clip_model(self, properties): if self.config.caption_model is None: model_path = properties["model_id"]. He specializes in machine learning, AI, and computer vision domains, and holds a master’s degree in Computer Science from UT Dallas.

AI 97

AI AI AWS ML 97

PyImageSearch

JULY 17, 2023

if an encoder and decoder are provided, # use them to generate reconstructions if encoder is not None and decoder is not None: # set the encoder and decoder to evaluation mode encoder.eval() decoder.eval() # move the random images to the appropriate device random_images = random_images.to(config.DEVICE) That’s not the case.

Deep Learning 98

Deep Learning Deep Learning Python Machine Learning 98

AWS Machine Learning Blog

APRIL 26, 2024

join(prompt) def print_instructions(prompt: str, response: str) -> None: bold, unbold = '033[1m', '033[0m' print(f"{bold}> Input{unbold}n{prompt}nn{bold}> Output{unbold}n{response['generated_text'].strip()}n") He holds a Bachelor’s degree in Computer Science and Bioinformatics. Role must be either 'user' or 'system'.")

ML 99

ML ML AWS Python 99

Mlearning.ai

JUNE 25, 2023

In computer science and computer graphics, it is a curved line based on interpolations. attr('fill', 'none').attr('stroke', attr('fill', 'none').attr('stroke', It tried very hard to suggest various ways but none of them worked. The final solution · II.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

Hacker News

MARCH 14, 2023

For example, a model “pre-trained” on a large library of generic text samples from books and the internet can be “fine-tuned” to work effectively on medical literature, computer science papers, and product reviews. Good governance should and can be robust to threats from a variety of techniques and actors.

AI 178

AI AI Machine Learning Machine Learning 178

Mlearning.ai

NOVEMBER 1, 2023

Difficultly nature of task can be interpreted by when top neural models from the SQuAD and SNLI tasks tested against ARC Benchmark then none are able to significantly outperform a random baseline. These questions derived from numerous sources and targeting various knowledge types (e.g.,

Algorithm 52

Algorithm Python Computer Science Computer Science 52

PyImageSearch

MAY 15, 2023

Next, on Lines 66-70 , we check if the fetched neural network output is not None , meaning detections are available for the given image: If detections are available, extract them from the inDet object using the detections attribute and store them in the detections variable. . Or requires a degree in computer science?

Deep Learning 102

Deep Learning Deep Learning Python Algorithm 102

Hacker News

SEPTEMBER 5, 2023

Importantly, none appeared to have suffered the sorts of attacks that typically preface a high-dollar crypto heist, such as the compromise of one’s email and/or mobile phone accounts. Monahan said virtually all of the victims she has assisted were longtime cryptocurrency investors, and security-minded individuals.

Computer Science 182

Computer Science Computer Science Analytics Analytics 182

AWS Machine Learning Blog

MAY 7, 2024

Only write the masked text in the response. """ In the following example, you define the llama2_chat function that encapsulates sending the prompt to the Llama-2 model. You reuse this function throughout the examples. def llama2_chat( predictor, user, temperature=0.1, max_tokens=512, top_p=0.9,

ML 92

ML ML Natural Language Processing AWS 92

AWS Machine Learning Blog

SEPTEMBER 18, 2023

She has extensive experience in machine learning with a PhD degree in computer science. Session(region_name=region)) fs_group = FeatureGroup( name=feature_group_name, sagemaker_session=session ) fs_data_loc = fs_group.describe().get("OfflineStoreConfig").get("S3StorageConfig").get("ResolvedOutputS3Uri") get("OfflineStoreConfig").get("S3StorageConfig").get("ResolvedOutputS3Uri")

Machine Learning 100

Machine Learning Machine Learning ML ML 100

AWS Machine Learning Blog

APRIL 18, 2023

Sanjiv Das is an Amazon Scholar and the Terry Professor of Finance and Data Science at Santa Clara University. He holds post-graduate degrees in Finance (M.Phil and PhD from New York University) and Computer Science (MS from UC Berkeley), and an MBA from the Indian Institute of Management, Ahmedabad.

ML 66

ML ML Deep Learning Deep Learning 66

AWS Machine Learning Blog

JANUARY 13, 2023

in Computer Science from the University of Southern California , Los Angeles, USA. It preprocesses the data and returns one item at a time through the __getitem__ function. Chaoyang He is Co-founder and CTO of FedML, Inc., a startup running for a community building open and collaborative AI from anywhere at any scale.

AWS 70

AWS Analytics Analytics Machine Learning 70

AWS Machine Learning Blog

APRIL 18, 2023

Sanjiv Das is an Amazon Scholar and the Terry Professor of Finance and Data Science at Santa Clara University. He holds post-graduate degrees in Finance (M.Phil and PhD from New York University) and Computer Science (MS from UC Berkeley), and an MBA from the Indian Institute of Management, Ahmedabad.

ML 52

ML ML Deep Learning Deep Learning 52

PyImageSearch

JUNE 5, 2023

Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Or requires a degree in computer science? All you need to master computer vision and deep learning is for someone to explain things to you in simple, intuitive terms. imshow(array_to_img(inp)) ax[0].set_title("Input

Deep Learning 56

Deep Learning Deep Learning Data Pipeline Python 56

PyImageSearch

DECEMBER 26, 2022

_backward = lambda: None # Define the children of this node. return f"Neuron {self.name}(Number={len(self.weights)}, Non-Linearity={'ReLU' if self.is_nonlinear else 'None'})" x = [2.0, Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? mlp_str = "n".join(f'

Deep Learning 52

Deep Learning Deep Learning Python Artificial Intelligence 52

O'Reilly Media

OCTOBER 19, 2021

They are often built by data scientists who are not software engineers or computer science majors by training. However, none of these layers help with modeling and optimization. To plug this gap, frameworks like Metaflow or MLFlow provide a custom solution for versioning. Software Architecture.

ML 138

ML ML Data Scientist AWS 138