Monte Carlo

JUNE 20, 2024

Data uniqueness : How many times is an object or event recorded in the dataset? Key Techniques for Data Quality Anomaly Detection A number of techniques, algorithms, and frameworks exist and are used (and developed) by industry giants like Meta, Google, Uber, and others. For a technical deep dive, head here.

High Quality Data 52

High Quality Data Machine Learning Algorithm Datasets 52

ProjectPro

JULY 21, 2021

As we already revealed in our Machine Learning NLP Interview Questions with Answers in 2021 blog, a quick search on LinkedIn shows about 20,000+ results for NLP-related jobs. Good knowledge of commonly used machine learning and deep learning algorithms. Past experience with utilizing NLP algorithms is considered an added advantage.

Coding 52

Coding Project Deep Learning Algorithm 52

ProjectPro

NOVEMBER 14, 2015

Given a graphical relation between variables, an algorithm needs to be developed which predicts which two nodes are most likely to be connected? 15 NLP Projects Ideas for Beginners With Source Code for 2021 How to Become a Big Data Engineer in 2021 Big Data Engineer Salary - How Much Can You Make in 2021? Scalability 4.Link

Hadoop 52

Hadoop Project Big Data Healthcare 52

ProjectPro

OCTOBER 8, 2021

Table of Contents 10 Machine Learning Projects in Retail for Practice in 2021 10 Machine Learning Projects in Retail for Practice in 2021 Here is a list of 10 machine learning project examples in retail that will help you begin your machine learning career. You can start by downloading the Online Retail Dataset.

Retail 52

Retail Machine Learning Project Datasets 52

Knowledge Hut

JANUARY 18, 2024

Your project proposal should include a description of your data science project , as well as statistics about the size and complexity of your dataset. Alcrowd Alcrowd is a new algorithmic competition where participants compete to solve complex tasks. Once you've registered, you'll need to submit a project proposal. Swag from Tableau!

Data Science 98

Data Science Recruitment Big Data Machine Learning 98

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

Striim

MAY 1, 2024

Amidst the pandemic-fueled surge in online shopping, porch piracy emerged as a prevalent concern, with over one in 10 adults falling victim to package theft within the previous year, according to a 2021 Consumer Reports survey. These enriched datasets are merged in BigQuery for seamless Google Cloud integration.

Google Cloud 52

Google Cloud Insurance Finance Machine Learning 52

Knowledge Hut

JANUARY 18, 2024

Data science is the application of scientific methods, processes, algorithms, and systems to analyze and interpret data in various forms. They can work with various tools to analyze large datasets, including social media posts, medical records, transactional data, and more. What Is Data Science?

Programming Language 75

Programming Language Data Science Programming Java 75

ProjectPro

SEPTEMBER 27, 2021

Machine learning (ML) is the study and implementation of algorithms that can mimic the human learning process. The algorithms’ goals are to enable a computer to think and make decisions without emphatic instructions from a human user. The algorithms evolved from simple decision trees to complex deep neural network architectures.

Project 52

Project Algorithm Deep Learning Machine Learning 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. Worst of all is that everything is done in a silo.

Engineering 104

Engineering Deep Learning Architecture Project 104

ProjectPro

AUGUST 25, 2021

Firstly, we introduce the two machine learning algorithms in detail and then move on to their practical applications to answer questions like when to use linear regression vs logistic regression. Machine Learning , as the name suggests, is about training a machine to learn hidden patterns in a dataset through mathematical algorithms.

Machine Learning 52

Machine Learning Algorithm Datasets Data Science 52

Picnic Engineering

JANUARY 9, 2024

However, recommendations aren’t just about algorithms; it’s about helping our customers save time, find the right things, and curate the shopping experience they deserve. The ground truth was the final basket in the dataset for each customer. 9 2021 [5] Pengjie Ren, Zhumin Chen, Jing Li, Zhaochun Ren, Jun Ma, and Maarten De Rijke.

Machine Learning 91

Machine Learning Datasets Algorithm Systems 91

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

NOVEMBER 30, 2021

Additionally, you will learn how to implement Apriori and Fpgrowth algorithms over the given dataset. You will also compare the two algorithms to understand the differences between them. Source Code: Ecommerce product reviews - Pairwise ranking and sentiment analysis Recommended Reading: How to learn NLP from scratch in 2021?

Business Analyst 52

Business Analyst Project Retail Datasets 52

ProjectPro

JUNE 7, 2021

Lemmatization Download the Python Notebook to Build a Python Chatbot Neural Network It is a deep learning algorithm that resembles the way neurons in our brain process information (hence the name). It is widely used to realize the pattern between the input features and the corresponding output in a dataset.

Python 52

Python Project Building Algorithm 52

ProjectPro

OCTOBER 28, 2021

If you think machine learning methods may not be of use to you, we reckon you reconsider that because, in May 2021, Gartner has revealed that about 70% of organisations will shift their focus from big to small and wide data by 2025. It simplifies complex problems by making probabilistic predictions for specific parameters in the dataset.

Machine Learning 52

Machine Learning Programming Language Datasets Python 52

Knowledge Hut

JUNE 4, 2024

The pharmaceutical industry according to report has made a jump from $40 billion in 2021 to an expected $130 billion in 2030, with projections hitting $450 billion by 2047. The pharmaceutical industry is one of the most innovative and competitive industries in the world. which help improve decision-making processes.

Pharmaceutical 52

Pharmaceutical Data Science Medical Deep Learning 52

ProjectPro

AUGUST 28, 2021

Projects help you create a strong foundation of various machine learning algorithms and strengthen your resume. Each project explores new machine learning algorithms, datasets, and business problems. In this ML project, you will learn to implement the random forest regressor and Xgboost algorithms to train the model.

Portfolio 52

Portfolio Project Datasets Algorithm 52

ProjectPro

AUGUST 9, 2021

1) Music Recommendation System on KKBox Dataset Music in today’s time is all around us. With over 70 million songs on Spotify alone as of 2021, it’s safe to say music is easily accessible. Music streaming services profit from recommendation algorithms as well. This information is unique for each song-user pair.

Data Science 52

Data Science Python Project Datasets 52

ProjectPro

JANUARY 20, 2022

The ai and machine learning job opportunities have grown by 32% since 2019, according to Linkedin’s ‘ Jobs on the Rise ’ list in 2021. According to the Wall Street Journal , the number of AI job postings in the United States roughly doubled in 2021.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

ProjectPro

DECEMBER 17, 2021

Furthermore, solving difficult problems in data science not only prepares you for the future but also teaches you the latest tools, techniques, algorithms and packages that have been introduced in the industry. Two Sigma Investments is a firm implementing data science tools over datasets for predicting financial trade since 2001.

Data Science 52

Data Science Medical Machine Learning Datasets 52

ProjectPro

JULY 19, 2021

12) Suggest a way to train a convolutional neural network when you have a quite small dataset. Depending on the size of the dataset and the budget of time and resources you have at your disposal, you can choose to train only the last classification layer or a few of the later layers.

Engineering 40

Engineering Deep Learning Algorithm Machine Learning 40

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. Java is also used by many big companies including Uber and Airbnb to process their backend algorithms.

Java 52

Java Data Science Python Programming Language 52

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. Thanks to innovation and research in machine learning algorithms, we can seek knowledge and learn from insights that hide in the data.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

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. The last few chapters are related to methods of hypothesis testing.

Machine Learning 52

Machine Learning Insurance Algorithm Datasets 52

ProjectPro

JULY 23, 2021

But when it comes to large data sets, determining insights from them through deep learning algorithms and mining them becomes tricky. Image Source: [link] Deep Learning algorithms can imitate the working of the human brain. Since then, Keras got adopted as the high-level API for developing deep learning algorithms.

Deep Learning 40

Deep Learning Machine Learning Algorithm Datasets 40

ProjectPro

AUGUST 5, 2021

The median salary of an AI engineer as of 2021 is $171, 715 that can go over $250,000. Table of Contents 20 Artificial Intelligence Projects Ideas for Beginners to Practice in 2021 Artificial Intelligence Projects Ideas for Beginners 1. You can use the Resume Dataset available on Kaggle to build this model. dollars by 2025.

Project 52

Project Datasets Deep Learning Machine Learning 52

ProjectPro

NOVEMBER 18, 2021

For the fiscal year ended January 31, 2021, Walmart's total revenue was $559 billion showing a growth of $35 billion with the expansion of the eCommerce sector. Walmart runs a backend algorithm that estimates this based on the distance between the customer and the fulfillment center, inventory levels, and shipping methods available.

Data Science 52

Data Science Project Food Pharmaceutical 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

Knowledge Hut

DECEMBER 26, 2023

Deep Learning By Ian Goodfellow, Yoshua Bengio, and Aaron Courville As an advanced learner, this book should be your Bible for learning about deep learning algorithms. You will get to learn more about backpropagation algorithms, recurrent neural nets, convnets, and even other topics like attention mechanisms, unsupervised deep learning, etc.

Data Science 52

Data Science Programming Language Scala R (Programming) 52

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. For testing purposes, you could use one of the many available datasets such as this one: 5.

Project 40

Project Deep Learning Medical Datasets 40

Workfall

FEBRUARY 28, 2023

The model is trained on a massive text dataset before being fine-tuned for specific tasks such as: Translation of a language Summarization of text Debugging code Answering questions, and so on. It is trained on a massive dataset of text from the internet, which includes books, articles, and websites.

Datasets 62

Datasets Coding Algorithm Technology 62

Dataquest

APRIL 12, 2021

According to Indeed.com as of April 6, 2021, the average data analyst in the United States earns a salary of $72,945 , plus a yearly bonus of $2,500. Senior data analysts at companies such as Facebook and Target reported salaries of around $130,000 as of April 2021. Using machine learning to build better predictive algorithms.

Data Engineering 52

Data Engineering Data Engineer Engineering Generalist 52

LinkedIn Engineering

MARCH 21, 2023

soft or hard skill), descriptions of the skill (“the study of computer algorithms…”), and more. 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

JUNE 26, 2021

On June 10, 2021, Forbes magazine listed 16 Tech Roles That Are Experiencing A Shortage Of Talent. Optimize the implementation of the machine learning and deep learning algorithms for tasks like Image Classification , Object Recognition, and reduce processing time. Deep understanding of Data Structures and algorithms.

Project 40

Project Deep Learning Datasets Medical 40

ProjectPro

MARCH 17, 2021

Machine learning makes use of a set of learning algorithms (supervised or unsupervised learning process) to analyze the data, interpret it, learn from it, and make the best possible business decisions based on the learnings. But how will the ML algorithm know which one is Apple and which one is Orange?

Deep Learning 52

Deep Learning Machine Learning Algorithm Data Science 52

U-Next

SEPTEMBER 9, 2022

CAGR between 2021 and 2030. . Hadoop is a Java-based Apache open source platform that enables the distributed processing of big datasets across computer clusters using simple programming techniques. These datasets’ storage and processing are crucial to the firms that hold them. . billion by 2030, growing at a 37.4%

Hadoop 40

Hadoop Big Data Management Unstructured Data 40