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

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

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

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

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 Datasets Machine Learning 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

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 Scala Programming Language R (Programming) 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. 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

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

JULY 10, 2021

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. Time Series Analysis is the process of identifying common patterns in the datasets over a specified time.

Project 40

Project Banking Datasets Python 40

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

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

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

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

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. Over 200 work hours and an ensemble of 107 algorithms provided this result.

Data Science 98

Data Science Transportation Hospitality Banking 98

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

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

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 Datasets 52

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. The solution is devised by applying statistical algorithms called machine learning models, which assist in revealing hidden patterns in the data. What is Data Science? is a bonus.

Deep Learning 52

Deep Learning Data Science Algorithm Programming Language 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. And data moves around.

Unstructured Data 85

Unstructured Data Pipeline-centric Database-centric Entertainment 85

Cloudera

APRIL 6, 2022

25 2021 on a mission to look at the early universe, at exoplanets, and at other objects of celestial interest. AI requires good data and strong training algorithms, such as through machine learning, to make decisions about what data to send back to decision-makers. This blog post was written by Elizabeth Howell, Ph.D

Big Data 97

Big Data Machine Learning Medical Insurance 97

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. Strong programming skills.

Data Science 52

Data Science Consulting Machine Learning Software Engineer 52

ProjectPro

NOVEMBER 30, 2021

In 2021, 68% of Instagram users viewed photos from brands. Like Data mining, Machine Learning also deals with large datasets and tries to identify patterns, but it doesn’t need any without human intervention. It would require minimal human intervention to choose the optimal set of parameters for the algorithm.

Data Mining 52

Data Mining Machine Learning Data Science Algorithm 52

AltexSoft

OCTOBER 22, 2021

In 2021, the genealogy website MyHeritage presented its Deep Nostalgia app capable of making photos move, smile, and blink. Deep learning is a subfield of machine learning where artificial neural networks — complex algorithms modeled to work in a way similar to human brains — learn from large sets of data. What is deep learning?

Deep Learning 52

Deep Learning Raw Data Algorithm Machine Learning 52

AltexSoft

JANUARY 18, 2023

They are mainly trained using a large dataset of text, such as a collection of books or articles. This means that they are first pre-trained using a large dataset of unlabeled data in an unsupervised manner. This is achieved through the use of deep learning techniques and the pre-training of the model on a large dataset of text.

Datasets 64

Datasets Architecture Deep Learning SQL 64

Knowledge Hut

FEBRUARY 13, 2024

For example, quantum computers could be used to crack highly secure encryption algorithms. However, with advancements in technology and huge datasets to analyze, the field is making big strides in how it can be used. They could also be used to break advanced cybersecurity protection measures, like antivirus software.

Healthcare 98

Healthcare Cloud Computing Transportation Manufacturing 98

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

FEBRUARY 11, 2021

ML engineers entered LinkedIn’s top 15 in-demand jobs for 2021, and we can see this continuing beyond 2021. They are responsible for the end-to-end implementation and optimization of machine learning algorithms. In a word, yes; machine learning engineers seem to have weathered the storm relatively well.

Machine Learning 40

Machine Learning Engineering Programming Language Portfolio 40

ProjectPro

SEPTEMBER 6, 2021

Recommended Reading: Top 30 Machine Learning Projects Ideas for Beginners in 2021 Fun Web Scraping Projects for Final Year Students Many final-year students look for cool projects based on web scraping for their applied courses. In such cases, it is always recommended to build your dataset by scraping relevant websites.

Project 52

Project Programming Language Entertainment Python 52

ProjectPro

OCTOBER 6, 2021

On top of this dataset, a prediction model is built. The same algorithms are used to build smart cities and buildings. How to Become a Big Data Engineer in 2021 Big Data Engineer Salary - How Much Can You Make in 2021? How to Become a Big Data Engineer in 2021 Big Data Engineer Salary - How Much Can You Make in 2021?

Google Cloud 52

Google Cloud Project Data Lake Healthcare 52

ProjectPro

JULY 28, 2021

Data analytics combined with machine learning algorithms and Artificial Intelligence (AI) technologies predict the data patterns and trends in these applications, and there is no surprise that Google has mastered it. What are the essential qualities and features of an algorithm? Explain anomaly detection methods and techniques.

Recruitment 40

Recruitment Data Science Machine Learning NoSQL 40

U-Next

OCTOBER 27, 2022

billion in 2021 to $17.46 Modern marketers are turning to Artificial Intelligence marketing strategies that use AI approaches and technologies such as data models, algorithms, and Machine Learning to optimize budgets, tailor content, and personalize the consumer experience. billion in 2022. . Marketing Operations.

Designing 40

Designing Machine Learning Media Digital Media 40

ProjectPro

JUNE 22, 2021

This blog will help you master the fundamentals of classification machine learning algorithms with their pros and cons. You will also explore some exciting machine learning project ideas that implement different types of classification algorithms. So, without much ado, let's dive in.

Machine Learning 72

Machine Learning Algorithm Datasets Project 72

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

MARCH 1, 2021

Data scientists are among the highest paying jobs of 2021. So, if you’ve always been interested in working with large and complex datasets, you can start preparing for a data science career transition right now. BigML – a tool used for processing machine learning algorithms. . % increase in employment by end of 2026.

Data Science 52

Data Science Machine Learning Datasets Education 52

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. Besides that, algorithms are equipped to adapt to differences in accents and pronunciation. A sample from an x-ray images dataset with annotations.

Medical 52

Medical Healthcare Process Hospitality 52