ProjectPro

JUNE 6, 2025

Excellent presentation of data-driven insights is an indispensable step in any data science or machine learning project since the latter involves modelling to fit the data and requires revealing hidden patterns from data. For this task, you can replicate the scatter plot shown below for the popular Iris dataset available at [link].

Coding 67

Coding Project Machine Learning Datasets 67

ProjectPro

JUNE 6, 2025

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 69

Business Intelligence Coding Project BI 69

ProjectPro

JUNE 6, 2025

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. Here is a Music Recommender System Project for you to start learning. We have listed another music recommendations dataset for you to use for your projects: Dataset1.

Data Science 67

Data Science Project Food Pharmaceutical 67

ProjectPro

JUNE 6, 2025

And quite recently, Python has emerged as the most popular programming language as per the TIOBE index of 2021. The answer is No, Python is not necessary for learning Data Science , but if you learn it, that would be helpful. One can also use Scikit-learn to implement cross-validation technique over the given dataset.

Data Science 52

Data Science Python Programming Language Deep Learning 52

ProjectPro

JUNE 6, 2025

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 72

Project Deep Learning Food Algorithm 72

ProjectPro

JUNE 6, 2025

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 74

Machine Learning Insurance Algorithm Deep Learning 74

ProjectPro

JUNE 6, 2025

Computer vision scientists get to work at research labs spending time with cutting edge deep learning algorithms and state of the art architectures. These facts clearly show that computer vision engineer jobs hold great potential in 2021 and beyond. It acts as a wrapper over Theono and Tensorflow libraries.

Engineering 68

Engineering Deep Learning Machine Learning Algorithm 68

ProjectPro

JUNE 6, 2025

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. Check Out ProjectPro's Deep Learning Course to Gain Practical Skills in Building and Training Neural Networks!

Engineering 49

Engineering Deep Learning Machine Learning Algorithm 49

ProjectPro

JUNE 6, 2025

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.

Machine Learning 52

Machine Learning Coding Project Deep Learning 52

ProjectPro

JUNE 6, 2025

But, to understand the deep meaning behind them, one needs to be aware of what led to the introduction of Dockers and their popularity in the tech world. growth in 2021 because deploying the same projects on different machines with different configurations is becoming increasingly difficult. Docker witnessed 1.5x Think about it.

Data Science 58

Data Science Machine Learning Big Data Deep Learning 58

ProjectPro

JUNE 6, 2025

Python ranks as the most popular machine learning language, as per the Octoverse report for 2021. The vast number of scientific libraries available in Python is one of the main reasons developers adopt it for machine learning and data science. This project's prediction model uses the Zillow dataset.

Python 40

Python Project Machine Learning Datasets 40

ProjectPro

JUNE 6, 2025

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 52

Data Mining Coding Project Datasets 52

ProjectPro

JUNE 6, 2025

According to McKinsey, 64% of AI projects did not continue past the pilot stage in 2021, and although Gartner reported this figure dropped to 46% in 2022, the failure rate in the global AI market is still significant. Mastering frameworks like TensorFlow or PyTorch will help you build and train deep learning networks.

Project 40

Project Deep Learning Datasets Machine Learning 40

Netflix Tech

MAY 21, 2025

Note that FM-Intent uses a much smaller dataset for training compared to the FM production model due to its complex hierarchical prediction architecture. Table 1: Next-item and next-intent prediction results of baselines and our proposed method FM-Intent on the Netflix user engagement dataset. 21722182). [6] 6] Ding, Y.,

Metadata 71

Metadata Data Mining Datasets Architecture 71

ProjectPro

MARCH 17, 2021

“Machine Learning” and “Deep Learning” – are two of the most often confused and conflated terms that are used interchangeably in the AI world. However, there is one undeniable fact that both machine learning and deep learning are undergoing skyrocketing growth. respectively.

Deep Learning 52

Deep Learning Machine Learning Algorithm Data Science 52

ProjectPro

JUNE 6, 2025

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 73

Recruitment Data Science Machine Learning NoSQL 73

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

JUNE 6, 2025

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 40

Deep Learning Programming Language Algorithm Machine Learning 40

ProjectPro

JUNE 6, 2025

The global recommendation engine market is projected to grow from $3 billion in 2021 to $54 billion by 2030, with AI-based systems rising from $2.01 It works well for smaller datasets with rich metadata, such as books or movies, where item characteristics like genre, author, or cast play a significant role in recommendations.

Systems 40

Systems Building Datasets Metadata 40

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 105

Engineering Deep Learning Architecture Project 105

ProjectPro

JUNE 6, 2025

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 40

Data Science Medical Machine Learning Retail 40

ProjectPro

JUNE 6, 2025

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 40

Machine Learning Deep Learning Programming Language Algorithm 40

ProjectPro

JULY 7, 2021

As a beginner in the data industry, it can be overwhelming to step into AI and deep learning. After taking a deep learning course or two, you might find yourself getting stuck on how to proceed. Is it difficult to build deep learning models? Why build deep learning projects?

Deep Learning 40

Deep Learning Project Portfolio Recruitment 40

ProjectPro

JUNE 6, 2025

BERT Transformer Architecture T5 Transformer Architecture in NLP Swin Transformer Architecture in NLP Vision Transformer Architecture in NLP Applications of Transformer Architecture Advantages of Transformer Architecture in Deep Learning Limitations of Transformer Architecture NLP What's Next For The Transformer Model Architecture?

Machine Learning 40

Machine Learning Architecture Deep Learning Datasets 40

ProjectPro

JUNE 6, 2025

Emerging Jobs Report also lists data engineering as a rising data science job, with a 35 percent average annual growth rate in 2021. Keep in mind that a hiring manager prefers applicants who have experience building data pipelines using raw datasets rather than organized ones. The Linkedin 2020 U.S.

Data Engineering 40

Data Engineering Data Engineer Recruitment Engineering 40

ProjectPro

JULY 23, 2021

Machine Learning and Deep Learning have experienced unusual tours from bust to boom from the last decade. But when it comes to large data sets, determining insights from them through deep learning algorithms and mining them becomes tricky. Image Source: [link] Nowadays, Deep Learning is almost everywhere.

Deep Learning 40

Deep Learning Machine Learning Algorithm Healthcare 40

ProjectPro

JUNE 6, 2025

While both LLaMA and Alpaca models share similarities, such as their compatibility with popular deep-learning libraries and platforms, they also exhibit distinct characteristics. LLaMA vs Alpaca: Training Data The LLaMA model has been trained on a mixture of datasets that span various domains and contains about 1.4T

Deep Learning 53

Deep Learning Programming Language Datasets Architecture 53

ProjectPro

JUNE 6, 2025

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 67

Machine Learning Engineering Programming Language Portfolio 67

ProjectPro

JUNE 6, 2025

If you feel confident about working on OpenCV, you can check out these 15 OpenCV Project Ideas For Beginners To Practice in 2021 and test your skills now! We have discussed how Machine Learning is related to Computer Vision and taken a look at the CV applications that involve the usage of machine learning.

Programming Language 49

Programming Language Deep Learning Machine Learning Algorithm 49

ProjectPro

JUNE 6, 2025

Additional recognition for RapidMiner includes the Gartner Vision Awards 2021 for data science and machine learning platforms, multimodal predictive analytics, machine learning solutions from Forrester, and Crowd's most user-friendly data science and machine learning platform in the spring G2 report 2021.

Big Data Tools 40

Big Data Tools Big Data Hadoop BI 40

ProjectPro

JUNE 6, 2025

Discover how Mixture of Experts (MoE) models use both the gating network and expert networks to dynamically route inputs, improving efficiency and scalability in modern deep learning architectures. Integration with Deep Learning The resurgence of MoE in the deep learning era began around 2013. Curious yet?

Project 40

Project Deep Learning Architecture Consulting 40

ProjectPro

JUNE 6, 2025

Machine Learning , as the name suggests, is about training a machine to learn hidden patterns in a dataset through mathematical algorithms. The hidden patterns are revealed by predicting the value of a target variable using the information (attributes) contained in the dataset. where the prices take continuous values.

Machine Learning 40

Machine Learning Algorithm Datasets Data Science 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

JUNE 6, 2025

from 2021 to 2028, face detection and recognition technology will continue to be a part of a safer future. 5 Face Detection Project Ideas for Practice Below you will find five face detection project ideas with a hint to their implementation using computer vision and deep learning techniques. Clicking a Selfie!

Project 40

Project Deep Learning Algorithm Data Science 40

ProjectPro

JUNE 6, 2025

On the other hand, the US Bureau of Labor Statistics has estimated that employment for software developers, quality assurance analysts , and testers is expected to grow by 25% from 2021 to 2031. Data Science involves leveraging machine learning algorithms, deep learning algorithms, Natural Language Processing methods, etc.

Software Engineering 52

Software Engineering Software Engineer Engineering Programming Language 52

ProjectPro

JUNE 6, 2025

billion by the end of 2021, growing at a CAGR of 7.3% With the advancement in artificial intelligence and machine learning and the improvement in deep learning and neural networks, Computer vision algorithms can process massive volumes of visual data. to reach $20.05 billion by 2028.

Algorithm 64

Algorithm Medical Datasets Python 64

ProjectPro

JUNE 6, 2025

Recommended Reading: Data Scientist Salary-The Ultimate Guide for 2021 Data Analyst Data Analysts are responsible for collecting massive amounts of data, preparing, transforming, managing, processing, and visualizing the data for business growth. They do it using big datasets acquired by data analysts and data scientists.

Data Science 56

Data Science Data Mining Data Architect BI 56