ProjectPro

JULY 26, 2021

TensorFlow is equipped with features, like state-of-the-art pre-trained models, p opular machine learning datasets , and increased ease of execution for mathematical computations, making it popular among seasoned researchers and students alike. Deep Learning in Medical Imaging using TensorFlow 5.

Project 40

Project Deep Learning Medical Datasets 40

ProjectPro

JUNE 26, 2021

On June 10, 2021, Forbes magazine listed 16 Tech Roles That Are Experiencing A Shortage Of Talent. Here is a list of them: Use Deep learning models on the company's data to derive solutions that promote business growth. One such role that the magazine has referred to is AR (Augmented Reality) and MR (Mixed Reality) Architects.

Project 40

Project Deep Learning Datasets Medical 40

ProjectPro

JULY 10, 2021

By building time series analysis and forecasting projects, you're learning by doing what you want to do. Practicing the implementation of various time series analysis and forecasting techniques on real-world machine learning datasets is essential to master time series analysis concepts for machine learning.

Project 40

Project Banking Datasets Python 40

ProjectPro

JULY 19, 2021

Computer Vision Engineer Interview Questions on Deep Learning: Convolutional Neural Network 1) Explain with an example why the inputs in computer vision problems can get huge. 12) Suggest a way to train a convolutional neural network when you have a quite small dataset.

Engineering 40

Engineering Deep Learning Algorithm Machine Learning 40

ProjectPro

DECEMBER 10, 2021

Along with that, deep learning algorithms and image processing methods are also used over medical reports to support a patient’s treatment better. One can use their dataset to understand how they work out the whole process of the supply chain of various products and their approach towards inventory management.

Business Intelligence 52

Business Intelligence Coding Project BI 52

ProjectPro

DECEMBER 17, 2021

Final Submission Deadline: January 11, 2022 Prize Money for the first rank: $5,000 Kaggle Challenge Link: Santa 2021 - The Merry Movie Montage Time Series Forecasting You may run miles and pause your location coordinates in the 3-dimensional space, but that may not be the case with time.

Data Science 52

Data Science Medical Datasets Machine Learning 52

LinkedIn Engineering

MARCH 21, 2023

“reinforcement learning” is a child skill of “machine learning”), which we’ll discuss more below. Since February 2021, the total size of our skills taxonomy has grown nearly 35% and today consists of nearly 39k skills, with 374k aliases across 26 locales and more than 200k edges (connections) between skills.

Building 85

Building Recruitment Machine Learning Deep Learning 85

ProjectPro

NOVEMBER 17, 2021

Instead, working on a sentiment analysis project with real datasets will help you stand out in job applications and improve your chances of receiving a call back from your dream company. The dataset for Amazon Product Reviews: Amazon Product Reviews Dataset. Beginners can use the small IMDb reviews dataset to test their skills.

Coding 52

Coding Project Entertainment Datasets 52

Picnic Engineering

JULY 24, 2023

It’s also exciting to see that research in machine learning is looking at how more advanced methods, such as deep learning and transformers, can be used for even better demand forecasting. We enhance dataset diversity by applying random horizontal flips and rotations. The images represent segmented products.

Datasets 52

Datasets Architecture Utilities Raw Data 52

AltexSoft

JANUARY 18, 2023

They are mainly trained using a large dataset of text, such as a collection of books or articles. Models then use the patterns they learn from this training data to predict the next word in a sentence or generate new text that is grammatically correct and semantically coherent. The developers used 175 billion parameters to train it.

Datasets 64

Datasets Architecture Deep Learning SQL 64

ProjectPro

MARCH 29, 2021

‘Man and machine together can be better than the human’ All thanks to deep learning frameworks like PyTorch, Tensorflow, Keras, Caffe, and DeepLearning4j for making machines learn like humans with special brain-like architectures known as Neural Networks.

Deep Learning 40

Deep Learning Machine Learning Programming Language Python 40

ProjectPro

JANUARY 21, 2022

Even in 2021, data science maintained its previous position at number two on Glassdoor's list of top 50 jobs in the United States of America. Well-versed with applications of various machine learning and deep learning algorithms. Interact with the data engineering team to convey the requirements of a dataset.

Deep Learning 52

Deep Learning Data Science Algorithm Programming Language 52

ProjectPro

OCTOBER 28, 2021

Not only that, but many professionals are also investing their time in understanding machine learning methods to become more efficient at their jobs. This statistic suggests that the popularity of machine learning (ML) among different organisations is definitely going to increase in the future. The videos are short and to the point.

Machine Learning 52

Machine Learning Programming Language Datasets Python 52

ProjectPro

SEPTEMBER 27, 2021

Solution Approach: For arriving at the solution of this project, you can work with the ImageNet Dataset. ’s method of colouring images using a deep learning algorithm. Solution Approach: Creating such an application will require you to first train a deep learning algorithm like YOLOv4 with the images of different fruits.

Project 52

Project Deep Learning Algorithm Food 52

ProjectPro

SEPTEMBER 29, 2021

1) Predicting Sales of BigMart Stores 2) Insurance Claims Severity Prediction Learning Probability and Statistics for Machine Learning Whenever we work on a project that uses a machine-learning algorithm, there are two significant steps involved. How to choose the Best Statistics Course for Machine Learning?

Machine Learning 52

Machine Learning Insurance Algorithm Datasets 52

ProjectPro

JUNE 18, 2021

Which has a better future: Python or Java in 2021? This blog aims to answer all questions on how Java vs Python compare for data science and which should be the programming language of your choice for doing data science in 2021. Pandas allow cleaning of messy datasets enabling them to be more readable and relevant.

Java 52

Java Data Science Python Programming Language 52

ProjectPro

NOVEMBER 24, 2021

In 2020, it ranked at number three, but it has stepped up again to number two in the current year, 2021. So, to clear the air, we would like to present you with a list of skills required to become a data scientist in 2021. Knowledge of machine learning algorithms and deep learning algorithms.

Data Science 52

Data Science Consulting Machine Learning Software Engineer 52

Cloudera

NOVEMBER 15, 2021

Cisco estimates that global IP data traffic has grown 3-fold between 2016 and 2021, reaching 3.3 Deep Learning, a subset of AI algorithms, typically requires large amounts of human annotated data to be useful. It aims to protect AI stakeholders from the effects of biased, compromised or skewed datasets. Data annotation.

Unstructured Data 86

Unstructured Data Pipeline-centric Database-centric Entertainment 86

ProjectPro

FEBRUARY 24, 2022

Working with audio data has been a relatively less widespread and explored problem in machine learning. In most cases, benchmarks for the latest seminal work in deep learning are measured on text and image data performances. The dataset also contains an alternate representation as images of Mel Spectrograms.

Deep Learning 52

Deep Learning Project Datasets Machine Learning 52

ProjectPro

AUGUST 16, 2021

FAQs on Data Mining Projects 15 Top Data Mining Projects Ideas Data Mining involves understanding the given dataset thoroughly and concluding insightful inferences from it. Often, beginners in Data Science directly jump to learning how to apply machine learning algorithms to a dataset.

Data Mining 40

Data Mining Coding Project Datasets 40

AltexSoft

OCTOBER 25, 2021

Its deep learning natural language processing algorithm is best in class for alleviating clinical documentation burnout, which is one of the main problems of healthcare technology. Most modern NLP applications use state-of-the-art deep learning methods. A sample from an x-ray images dataset with annotations.

Medical 52

Medical Healthcare Process Hospitality 52

ProjectPro

APRIL 20, 2017

These Hadoop projects come with detailed understanding of the problem statement, source code, dataset and a video tutorial explaining the entire solution. Users will work on the Million Song Dataset released by the Columbia University’s Lab for Recognition and Organization of Speech and Audio.

Hadoop 40

Hadoop Big Data Coding Project 40

ProjectPro

JUNE 9, 2021

Data Engineering assists the Data Science team by implementing feature transformations with the help of big data technologies on datasets to train predictive models. Having a broad knowledge of machine learning or statistics is optional. It entails generating data visualizations and charts for analysis.

Data Engineering 52

Data Engineering Data Engineer Engineering Amazon Web Services 52

Knowledge Hut

JANUARY 11, 2024

In this discussion, I will present some case studies to you that contain detailed and systematic data analysis of people, objects, or entities focusing on multiple factors present in the dataset. Using data science, they can identify new targets for innovative medications.

Data Science 98

Data Science Transportation Hospitality Banking 98

DataKitchen

APRIL 13, 2021

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. Soda doesn’t just monitor datasets and send meaningful alerts to the relevant teams. Polyaxon — An open-source platform for reproducible machine learning at scale. The post The DataOps Vendor Landscape, 2021 first appeared on DataKitchen.

Consulting 120

Consulting Machine Learning Data Science Data Pipeline 120

ProjectPro

FEBRUARY 11, 2021

In a word, yes; machine learning engineers seem to have weathered the storm relatively well. ML engineers entered LinkedIn’s top 15 in-demand jobs for 2021, and we can see this continuing beyond 2021. Applies machine learning to build actual data products The job of a machine learning engineer is experimental.

Machine Learning 40

Machine Learning Engineering Programming Language Portfolio 40

ProjectPro

JULY 28, 2021

Working on diverse hands-on real-world solved end-to-end data science and machine learning projects is the best way to get your hands dirty on varied datasets to demonstrate your experience. Data Science is a fast-growing technology creating abundant job opportunities across the globe.

Recruitment 40

Recruitment Data Science Machine Learning NoSQL 40

ProjectPro

APRIL 12, 2021

Deep learning job interviews. Most beginners in the industry break out in a cold sweat at the mere thought of a machine learning or a deep learning job interview. How do I prepare for my upcoming deep learning job interview? What kind of deep learning interview questions they are going to ask me?

Deep Learning 40

Deep Learning Datasets Machine Learning Algorithm 40

ProjectPro

MARCH 19, 2021

We’ll first load the 20newsgroup text classification dataset using scikit-learn. This dataset has news from 20 different categories. Let’s look at a sample text from our 20Newsgroup text classification dataset. Now, after tokenization let’s lemmatize the text for our 20newsgroup dataset.

Datasets 40

Datasets Python Machine Learning Algorithm 40

ProjectPro

APRIL 6, 2021

Machines learning algorithms on the other hand, while classifying images face these challenges, and Image Classification becomes an exciting problem for us to solve. This field was again popularised by the Imagenet Challenge- Imagenet is a huge database of labeled images, the dataset has now over a million images with thousands of labels.

Deep Learning 40

Deep Learning Python Medical Datasets 40

ProjectPro

AUGUST 16, 2021

Table of Contents Machine Learning Projects for Resume - A Must-Have to Get Hired in 2021 Machine Learning Projects for Resume - The Different Types to Have on Your CV 1. Machine Learning Projects on Classification 2. Machine Learning Projects on Prediction 3. Machine Learning Projects on Computer Vision 4.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

ProjectPro

JANUARY 20, 2022

This makes artificial intelligence and machine learning jobs among the hottest in the world today!! The ai and machine learning job opportunities have grown by 32% since 2019, according to Linkedin’s ‘ Jobs on the Rise ’ list in 2021. Deep learning and computer vision-related careers may demand higher degrees.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

ProjectPro

OCTOBER 16, 2021

It contains codes to support the implementation of machine learning algorithms in Python. Not only that, but it also provides the option to effortlessly use various popular datasets like MNIST, California Housing, etc. Additionally, Scikit-Learn offers different metrics to test the efficiency of different algorithms.

Machine Learning 52

Machine Learning Deep Learning Datasets Algorithm 52

ProjectPro

FEBRUARY 5, 2021

Nonetheless, it is an exciting and growing field and there can't be a better way to learn the basics of image classification than to classify images in the MNIST dataset. Table of Contents What is the MNIST dataset? Test the Trained Neural Network Visualizing the Test Results Ending Notes What is the MNIST dataset?

Datasets 40

Datasets Deep Learning Medical Algorithm 40

ProjectPro

FEBRUARY 19, 2021

Image Source: [link] Overfitting : Overfitting happens when the ML model learns the training data such that it memorizes every little detail and noise, making it less generalizable and therefore the model performs badly on any unknown dataset and is ridiculously complex. So, we’ll take an example.

Machine Learning 40

Machine Learning Datasets Algorithm Data Science 40

ProjectPro

AUGUST 28, 2021

Each project explores new machine learning algorithms, datasets, and business problems. You will have a strong foundation in machine learning and its ways by practicing all these machine learning projects. The dataset contains twenty fire images for training and ten images for testing.

Portfolio 52

Portfolio Project Datasets Algorithm 52

Pinterest Engineering

SEPTEMBER 5, 2023

In 2021, ML was siloed at Pinterest with 10+ different ML frameworks relying on different deep learning frameworks, framework versions, and boilerplate logic to connect with our ML platform. The nuances of the underlying deep learning framework needs to be considered in order to build a high-performance ML system.

Engineering 92

Engineering Deep Learning Architecture Project 92