Knowledge Hut

NOVEMBER 27, 2023

For instance, sales of a company, medical records of a patient, stock market records, tweets, Netflix’s list of programs, audio files on Spotify, log files of a self-driven car, your food bill from Zomato, and your screen time on Instagram. There is a much broader spectrum of things out there which can be classified as data.

Data Science 97

Data Science Healthcare Machine Learning Telecommunication 97

ProjectPro

DECEMBER 9, 2021

For true labels, the Discriminator model uses the raw input images from the MNIST dataset. We recommend using Anime Face Dataset. You can use the CelebFaces Attributes (CelebA) Dataset for training the model. The unsupervised mode allows the model to learn the hidden features of the images from the unlabelled dataset.

Project 52

Project Medical Datasets Deep Learning 52

Knowledge Hut

DECEMBER 21, 2023

They have to choose the most appropriate datasets for analysis before proceeding with the modeling. Step 3: Begin Building Your Portfolio / Resume Your resume is a representation of your skills and knowledge. Portfolio Example or Resume Template for Download It is important to build your resume as attractive as possible.

Machine Learning 52

Machine Learning Engineering Computer Science Portfolio 52

Knowledge Hut

MARCH 26, 2024

ChatGPT prompts for healthcare Here are some ChatGPT prompt examples for healthcare: Rewrite a long and technical medical report on a patient's cardiac MRI scan into a shorter summary. Analyze our dataset on [topic] to identify trends, patterns, or insights for policy decisions. Suggest visualizations (e.g.,

Media 52

Media Finance Medical Healthcare 52

ProjectPro

DECEMBER 17, 2021

With Bitcoin witnessing initial success, many investors consider cryptocurrency as an asset for their portfolio. By implementing various machine learning algorithms over a dataset of dates, store, item information, promotions, and unit sales, you will be using time forecasting methods to predict the sales.

Data Science 52

Data Science Medical Datasets Machine Learning 52

ProjectPro

JANUARY 19, 2022

Azure Data Engineer Job Description | Accenture Azure Certified Data Engineer Azure Data Engineer Certification Microsoft Azure Projects for Practice to Enhance Your Portfolio FAQs Who is an Azure Data Engineer? Azure Data Engineers Jobs - The Demand Azure Data Engineer Salary Azure Data Engineer Skills What does an Azure Data Engineer Do?

Data Engineering 52

Data Engineering Data Engineer Engineering Scala 52

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

AUGUST 2, 2021

It is also an important step used even in advanced critical applications like medical image processing, making operations like derivative computation numerically stable. You can try to replicate the results by using this Kaggle dataset ImageProcessing. An example of the results of the skew correction operation has been shown.

Coding 40

Coding Python Process Project 40

ProjectPro

APRIL 6, 2021

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. We have come so far that image classification models have surpassed the human baseline on several datasets. We are going to do something similar here.

Deep Learning 40

Deep Learning Python Medical Datasets 40

ProjectPro

FEBRUARY 18, 2022

The Yelp dataset consists of information on Yelp's companies, user reviews, and other information that has been made freely available for personal, educational, and scholarly use. This dataset covers 6,685,900 reviews, 192,609 businesses, and 200,000 photos across ten metropolitan areas. Create an oil-well monitoring application.

Project 52

Project AWS Kafka Healthcare 52

ProjectPro

OCTOBER 18, 2021

Datasets like Google Local, Amazon product reviews, MovieLens, Goodreads, NES, Librarything are preferable for creating recommendation engines using machine learning models. Dummy datasets like univariate time-series datasets, shampoo sales datasets, etc., for developing these kinds of projects. Let the FOMO kick in!

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

ProjectPro

OCTOBER 27, 2021

The huge volumes of financial data have helped the finance industry streamline processes, reduce investment risks, and optimize investment portfolios for clients and companies. Also, remove all missing and NaN values from the dataset, as incomplete data is unnecessary. You can download the Brazilian Public Dataset to get started.

Finance 52

Finance Machine Learning Project Banking 52

ProjectPro

JULY 30, 2021

As an aspiring machine learning professional, a portfolio is the most important asset to have in your job search. But what if you don’t have a machine learning portfolio because you are going to need diverse skills and projects under your belt to land a top machine learning gig. on different images in a dataset.

Machine Learning 40

Machine Learning Project Deep Learning Banking 40

ProjectPro

APRIL 19, 2021

Collecting data in the real world is not as easy as downloading a dataset from Kaggle. Identify and analyze trends and patterns in complex datasets using various statistical techniques. Whatever learning path you choose, make sure you build a strong data analytics portfolio. Build and deploy data collection systems.

Portfolio 40

Portfolio Data Finance Certification 40

ProjectPro

FEBRUARY 1, 2022

Feature Engineering — Talk about the approach you took to select the essential features and how you derived new ones by adding more meaning to the dataset flow. Consider the interviewer has given you access to the dataset. Do the images vary within the dataset? Q: What would be an ideal dimension of an image?

Data Science 52

Data Science Datasets Banking Machine Learning 52

ProjectPro

MARCH 15, 2016

HDFS distributes a dataset to different servers but Hadoop MapReduce is the connecting framework responsible to distribute the work and aggregate the results obtained through data processing. Hadoop clusters are used by banks to create more accurate risk analysis models for the customers in its portfolio.

Hadoop 40

Hadoop Retail Healthcare Banking 40

ProjectPro

SEPTEMBER 6, 2021

Check Out Top SQL Projects to Have on Your Portfolio Web Scraping Project Idea #8 Online-Game Review Analysis With COVID-19 in place, the gaming industry saw a massive bump in its users. That helps portfolio managers to be sure of the investments in a company of their interest. of the past few years.

Project 52

Project Programming Language Entertainment Python 52

ProjectPro

AUGUST 16, 2021

Machine Learning Trends in Recent Years Deep Learning Trends in Recent Years With the global machine learning job market projected to be worth $31 billion by the end of 2024 and fierce competition in the industry, a machine learning project portfolio is a must-have. Outliers in the dataset are dropped, and null values are imputed.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

ProjectPro

MARCH 16, 2015

Scientific research labs, hospitals and other medical institutions are leveraging big data analytics to reduce healthcare costs by changing the models of treatment delivery. If Hadoop didn’t exist we would still have to make decisions about what can come into our data warehouse or the electronic medical record (and what cannot).

Healthcare 40

Healthcare Big Data Project Hospitality 40

ProjectPro

FEBRUARY 8, 2016

Organizations collect contextual data and relate it with other customer user behavior datasets and web server data to get real insights through predictive analytics. The prescriptive analysis explores several possible actions and suggests actions depending on the combined results of predictive and descriptive analytics of a given dataset.

Data Mining 56

Data Mining Big Data Medical Healthcare 56

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. It is also used in Cancer prognosis and portfolio optimization.

Machine Learning 40

Machine Learning Datasets Algorithm Data Science 40

ProjectPro

JUNE 2, 2015

Business win online when they use hard-to-copy technology to deliver a superior customer experience through mining larger and larger datasets.”- Build an Awesome Job Winning Project Portfolio with Solved End-to-End Big Data Projects PREVIOUS NEXT <

Big Data 40

Big Data Hadoop Banking Retail 40

Cloudera

SEPTEMBER 7, 2023

Under the terms of the AI Act, “high-risk” AI systems require a compulsory self-assessment by providers, with certain critical applications (like AI used in medical devices) also subject to review under existing EU regulations. Practice real-time risk management.

Insurance 80

Insurance Finance Portfolio Government 80

AltexSoft

AUGUST 27, 2022

Datasets or inputs for target prediction algorithms are typically organized in knowledge graphs also known as semantic networks. AstraZeneca already added a few AI-generated targets to its portfolio for further validation and development. Global clinical trials confirmed the antiviral effect of the medication. Real-life example.

Medical 52

Medical Deep Learning Algorithm Machine Learning 52

U-Next

AUGUST 26, 2022

An instance of Prescriptive Analytics from our project portfolio. Through the use of advanced equipment, medications, etc., Geographical and Venue Analytics: If your accomplished goals exclude geographic and position data analysis, evaluating huge datasets is frequently meaningless.

Data Analytics 40

Data Analytics Insurance Transportation Healthcare 40

AltexSoft

MAY 14, 2021

That’s quite a help when dealing with diverse data sets such as medical records, in which any inconsistencies or ambiguities may have harmful effects. Big Data analytics is the process of finding patterns, trends, and relationships in massive datasets that can’t be discovered with traditional data management techniques and tools.

Big Data 78

Big Data Data Analytics IT NoSQL 78

AltexSoft

DECEMBER 15, 2021

The University of Pittsburgh Medical Center, or UPMC for short, sprawls across 40 hospitals and provides services in various specialty areas, including living donor liver transplants (LDLT.) The software will make this choice itself, picking from the existing portfolio of options the one fitting your task best.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59