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. But, how does Docker help data scientists?

Data Science 58

Data Science Machine Learning Big Data Deep Learning 58

ProjectPro

JUNE 6, 2025

Data Science Case Studies in Retail 1) Walmart With humble beginnings as a simple discount retailer, today, Walmart operates in 10,500 stores and clubs in 24 countries and eCommerce websites, employing around 2.2 Walmart is a data-driven company that works on the principle of 'Everyday low cost' for its consumers. million drivers.

Data Science 67

Data Science Project Food Pharmaceutical 67

ProjectPro

JUNE 6, 2025

These subdomains include Data Mining , Natural Language Processing, Computer Vision , Data Visualization , etc. Recommended Reading: How to learn NLP from scratch in 2021? But, you must wonder how a freelance data scientist knows what their bias is in Data Science? The answer is simple: Practice.

Portfolio 73

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ProjectPro

JUNE 6, 2025

You can expect interview questions from various technologies and fields, such as Statistics, Python, SQL, A/B Testing, Machine Learning , Big Data, NoSQL , etc. The data scientist interview questions in this round can range from basic to complex based on the years of experience a candidate brings to the table.

Recruitment 73

Recruitment Data Science NoSQL Machine Learning 73

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

And quite recently, Python has emerged as the most popular programming language as per the TIOBE index of 2021. Image Source: KDNuggets Beginners in Data Science often ask , Is Python required for data science? The answer is No, Python is not necessary for learning Data Science , but if you learn it, that would be helpful.

Data Science 52

Data Science Python Programming Language Deep Learning 52

ProjectPro

JUNE 6, 2025

The bonus of this book is that it allows you to gradually shift machine learning algorithms and then introduce deep learning algorithms. The content in this book is well structured and will suit most readers who are new to machine learning. How to choose the Best Statistics Course for Machine Learning?

Machine Learning 74

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ProjectPro

JUNE 6, 2025

TensorFlow) Strong communication and presentation skills Data Scientist Salary According to the Payscale, Data Scientists earn an average of $97,680. Experience is one of the most significant factors that determine the data scientist salary. Experience with data warehouses, data governance, and big data analytics.

Data Science 56

Data Science Data Mining Data Architect BI 56

ProjectPro

JUNE 6, 2025

Data engineering entails creating and developing data collection, storage, and analysis systems. Data engineers create systems that gather, analyze, and transform raw data into useful information. Data engineers play a significant role in the big data industry and are in high demand.

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Data Engineer Data Engineering Recruitment Engineering 40

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. A machine learning engineer feeds data into the machine learning models defined by data scientists.

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ProjectPro

JUNE 6, 2025

The industry gradually realizes the need to have a team of data engineers that can assist other data professionals in making the most out of their data. Data engineering is the fastest-growing job in technology in recent years, as per the 2021 Dice Tech Job report.

Data Engineering 40

Data Engineering Data Engineer Python Engineering 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

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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! PREVIOUS NEX T <

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Project Deep Learning Algorithm Data Science 40

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. It contains three CSV files- train.csv, test.csv, and submit.csv.

Python 40

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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. 1) Data High-quality data is the foundation of most AI projects.

Project 40

Project Deep Learning Datasets Machine Learning 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

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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

JUNE 6, 2025

AWS Data Scientist Jobs - Market and Demand The demand for AWS Data Scientists is set to skyrocket, aligning with the broader trend in data science. According to the US Bureau of Labour Statistics, employment of data scientists is expected to grow by a staggering 35.8%

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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

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

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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. PREVIOUS NEXT <

Data Science 40

Data Science Medical Machine Learning Retail 40

ProjectPro

JUNE 6, 2025

. “Data Scientist” job was ranked as the best job in America for four consecutive years in a row ( 2016-2019). In 2020, it ranked at number three, but it has stepped up again to number two in the current year, 2021. The above statistics clearly reflect that it is still an excellent time to become a data scientist.

Data Science 49

Data Science Consulting Machine Learning Software Engineer 49

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 Deep learning methods, such as neural collaborative filtering or autoencoders , capture intricate patterns in large datasets. billion in 2023 to $3.28

Systems 40

Systems Building Datasets Metadata 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

In addition, the jobs for healthcare data analysts are likely to grow by 13 percent between 2021 and 2031, resulting in higher demand for healthcare professionals. In turn, big data analytics effectively improves health systems and the overall quality of patient treatment. Who Hires Healthcare Data Analysts?

Healthcare 49

Healthcare Electronics Medical Hospitality 49

ProjectPro

JUNE 6, 2025

Based on the value that a predicting variable can take, the machine learning problems can be classified into two categories: Regression Problems Classification Problems Let us now explore the two types of machine learning problems in detail. Access Data Science and Machine Learning Project Code Examples PREVIOUS NEXT <

Machine Learning 40

Machine Learning Algorithm Datasets Data Science 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. Throughout this article, we will delve deeper into the architecture, training data, applications, and limitations of LLaMA and Alpaca.

Deep Learning 53

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ProjectPro

JUNE 6, 2025

In this blog post, we'll guide you through the steps to successfully transition your career from business analyst to data scientist in 2023, from honing your technical expertise to mastering cutting-edge tools and techniques. Skills may include statistical modeling, machine learning, and deep learning. js, and ggplot2.

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Business Analyst Portfolio Data Mining Programming Language 40

ProjectPro

JUNE 6, 2025

From healthcare to finance, every industry needs these data wizards, making this a highly demanded AI-related job. Data Storage and Management- Designing and managing data warehouses and databases for efficient storage and retrieval. Data Engineer: Salary The average salary for data engineers in the USA is $129,077 annually.

Machine Learning 40

Machine Learning Computer Science Consulting Software Engineer 40

AltexSoft

DECEMBER 15, 2021

Neural architecture search or NAS is a subset of hyperparameter tuning related to deep learning, which is based on neural networks. For example, the Model Search platform developed by Google Research can produce deep learning models that outperform those designed by humans — at least, according to experimental findings.

Machine Learning 59

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ProjectPro

JUNE 6, 2025

The demand for data scientists remains at an all-time high, with reports showing that the global data science market is projected to reach $322.90 This rapid expansion is fueled by the increasing reliance on data-driven decision-making across industries, from tech giants to traditional retail, finance, and manufacturing sectors.

Data Science 40

Data Science Machine Learning BI Certification 40

ProjectPro

JUNE 6, 2025

Microsoft Azure Data Scientist Jobs- The Demand A latest report by the U.S. Bureau of Labor Statistics shows the number of data scientist roles is likely to grow 36% between 2021 and 2031 , thus, making it one of the fastest-growing professions in the U.S. Jumpstart your Azure Data Scientist journey with ProjectPro today!

Machine Learning 40

Machine Learning Data Science Certification Raw Data 40

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

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ProjectPro

JUNE 1, 2017

RecoverX is described as app-centric and can back up applications data whilst being capable of recovering it at various granularity levels to enhance storage efficiency. By offering support for RDBMS and Hadoop, Datos IO has become a data protection and migration platform for its customers. Forrester.com, May 4, 2017.

Hadoop 52

Hadoop Pipeline-centric Database-centric Medical 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. Recommended Reading: How to do text classification?

Coding 52

Coding Project Deep Learning Algorithm 52

ProjectPro

JUNE 6, 2025

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. that are there in our repository.

Machine Learning 45

Machine Learning Programming Language Datasets Algorithm 45

ProjectPro

MAY 2, 2017

Apache Hadoop was one of the revolutionary technology in the big data space but now it is buried deep by Deep Learning. After Hortonworks, now the big guy in the big data world - Cloudera is going public but not as a hadoop distribution platform. Source : [link] ) Data Works, Hadoop 3.0

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Hadoop Entertainment Data Lake Banking 52