ProjectPro

JUNE 6, 2025

Worried about building a great data engineer resume ? Read this data engineer resume guide to learn how to write a killer data engineer resume before applying for your next data engineer job. We also have a few tips and guidelines for beginner-level and senior data engineers on how they can build an impressive resume.

Data Engineering 40

Data Engineering Data Engineer Recruitment Building 40

ProjectPro

JUNE 6, 2025

Building Artificial Intelligence projects not only improves your skillset as an AI engineer/ data scientist, but it also is a great way to display your artificial intelligence skills to prospective employers to land your dream future job. Project Idea: You can use the Resume Dataset available on Kaggle to build this model.

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Project Datasets Deep Learning Python 98

ProjectPro

JUNE 6, 2025

we suggest you keep in mind this helpful tip on building computer vision project by Timpthy Goebel. Well, you can build your Similar Image Finder too. Thus, building a system that can automatically detect who is not wearing a mask is the need of the hour. It is possible to build such a system with deep learning models.

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Project Deep Learning Datasets Algorithm 66

ProjectPro

NOVEMBER 30, 2021

Deep learning was developed in the early 1940s to mimic the neural networks of the human brain. However, in the last few decades, deep learning has unleashed itself into the world. 85% of data science platform vendors have the first version of deep learning in products. What does a Deep Learning Engineer do?

Deep Learning 52

Deep Learning Engineering Programming Language Software Engineering 52

ProjectPro

JUNE 6, 2025

Additionally, the website reported that the number of job positions was almost similar in 2019 and 2020. The demand for other data-related jobs like data engineers, business analysts , machine learning engineers, and data analysts is rising to cover up for this plateau. Experience with tools like Snowflake is considered a bonus.

Data Engineering 58

Data Engineering Data Engineer Engineering Amazon Web Services 58

Netflix Tech

MARCH 28, 2025

It enables large-scale semi-supervised learning using unlabeled data while also equipping the model with a surprisingly deep understanding of world knowledge. These insights have shaped the design of our foundation model, enabling a transition from maintaining numerous small, specialized models to building a scalable, efficient system.

Metadata 88

Metadata Bytes Entertainment Data Mining 88

ProjectPro

JUNE 6, 2025

Build an Awesome Job Winning Data Engineering Projects Portfoli o 3) Radial Bar Plot Image Source - Amcharts As we have started talking about about creative visualizations, radial bar pots deserve a mention. For this exercise, you can build a radial plot for any one of the datasets used earlier.

Coding 67

Coding Project Machine Learning Datasets 67

KDnuggets

SEPTEMBER 5, 2019

This blog summarizes the career advice/reading research papers lecture in the CS230 Deep learning course by Stanford University on YouTube, and includes advice from Andrew Ng on how to read research papers.

Machine Learning 123

Machine Learning Deep Learning Building 123

ProjectPro

JUNE 6, 2025

Become a Certified Deep Learning Engineer. Check Out ProjectPro's Deep Learning Certification Course to Validate Your Expertise! Time series forecasting involves building models to make informed and strategic decisions, which can help with future analysis and forecasts.

Finance 75

Finance Machine Learning Project Banking 75

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

KDnuggets

OCTOBER 18, 2019

In this second part we want to outline our own experience building an AI application and reflect on why we chose not to utilise deep learning as the core technology used.

Deep Learning 73

Deep Learning Building Technology Machine Learning 73

ProjectPro

JUNE 6, 2025

That’s very savvy because machine learning engineers are the Swiss Army Knife of the data world. Having that designation means you can build end-to-end machine learning solutions , which is a highly marketable skill set considering the fact that it has been the fastest-growing job title in the world since 2019.

Machine Learning 67

Machine Learning Engineering Programming Language Portfolio 67

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

Bureau of Labor Statistics (BLS), employment in the healthcare industry will grow by 15% between 2019 and 2029, adding 2.4 BLS reports a 15% increase in employment opportunities in the healthcare sector between 2019 and 2029. Build a Job Winning Data Engineer Portfolio with Solved End-to-End Big Data Projects. million jobs.

Healthcare 49

Healthcare Electronics Medical Hospitality 49

Knowledge Hut

JANUARY 18, 2024

Data Scientists, also touted as the "sexiest job of the 21st century", have seen job postings for it rise by 256% over the year 2019. It is an interdisciplinary science with multiple approaches, and advancements in Machine Learning and deep learning are creating a paradigm shift in many sectors of the IT industry across the globe.

Data Science 98

Data Science Deep Learning Business Analyst Data Mining 98

KDnuggets

DECEMBER 16, 2019

Also: Plotnine: Python Alternative to ggplot2; AI, Analytics, Machine Learning, Data Science, Deep Learning Technology Main Developments in 2019 and Key Trends for 2020; Moving Predictive Maintenance from Theory to Practice; 10 Free Top Notch Machine Learning Courses; Math for Programmers!

Machine Learning 51

Machine Learning Data Science Deep Learning Building 51

KDnuggets

NOVEMBER 21, 2019

This blog shows how text data representations can be used to build a classifier to predict a developer’s deep learning framework of choice based on the code that they wrote, via examples of TensorFlow and PyTorch projects.

Process 109

Process Deep Learning Data Coding 109

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. The RMSNorm normalizing function, introduced by Zhang and Sennrich in 2019, is used for this purpose. This change improves training stability.

Deep Learning 53

Deep Learning Programming Language Datasets Architecture 53

DataKitchen

APRIL 13, 2021

DBT (Data Build Tool) — A command-line tool that enables data analysts and engineers to transform data in their warehouse more effectively. Prefect Technologies — Open-source data engineering platform that builds, tests, and runs data workflows. Google Cloud Build . . Acquired by DataRobot June 2019). Telm.ai — Telm.ai

Consulting 121

Consulting Machine Learning Data Science Government 121

LinkedIn Engineering

OCTOBER 19, 2023

With support for Python, Go, and Java SDKs and a rich, versatile API layer, Apache Beam provided the ideal solution for building sophisticated multi-language pipelines and running them on any engine. Xinyu Liu showcased the benefits of migrating to Apache Beam pipelines during Beam Summit Europe 2019.

Process 119

Process Lambda Architecture Kafka Machine Learning 119

ProjectPro

JUNE 6, 2025

Dataset: For this project, you can use the Credit Card Fraud Detection Dataset on Kaggle to build one of the most interesting data mining mini-projects. Project Idea: You can learn how to apply the Nearmiss technique and SMOTE method for undersampling and oversampling data respectively.

Data Mining 52

Data Mining Coding Project Datasets 52

Monte Carlo

OCTOBER 11, 2023

For Google, however, AI has deep roots both in research and its product portfolio. Since 2019, Eli has played a critical role in the productization of several of Google’s most important products, and in early 2023, he took the helm alongside VP of Research Zoubin Ghahramani as the co-leader of Google DeepMind.

Google Cloud 64

Google Cloud Deep Learning Portfolio Data 64

Netflix Tech

NOVEMBER 13, 2023

A voice actor in the studio Our Approach to Speech and Music Activity Detection Although the application of deep learning methods has improved audio classification systems in recent years, this data driven approach for SMAD requires large amounts of audio source material with audio-frame level speech and music activity labels.

Metadata 96

Metadata Datasets Algorithm Architecture 96

Cloudera

FEBRUARY 4, 2019

Flow Management – Adopt a no-code approach to create visual flows for building complex data ingestion / transformation with drag-and-drop ease. To learn more about Cloudera DataFlow, attend our upcoming webinar on Feb 13th, 2019. He is fascinated by new technology trends including blockchain and deep learning.

Data Ingestion 73

Data Ingestion Retail Kafka Data Lake 73

ProjectPro

JUNE 6, 2025

You will build a model to forecast the area of origin for the future ride requests that will give OLA enough time to respond and allocate drivers to the upcoming ride request and meet the demand. You will learn to implement unet++ models for image segmentation using PyTorch.

Portfolio 40

Portfolio Project Insurance Banking 40

AltexSoft

NOVEMBER 15, 2022

Read on to find out what occupancy prediction is, why it’s so important for the hospitality industry, and what we learned from our experience building an occupancy rate prediction module for Key Data Dashboard — a US-based business intelligence company that provides performance data insights for small and medium-sized vacation rentals.

Hospitality 52

Hospitality Building Datasets Machine Learning 52

Data Engineering Weekly

SEPTEMBER 3, 2023

Data Engineering Weekly Is Brought to You by RudderStack RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team. See how it works today. Editor’s Note: DewCon.ai - October 12, Bengaluru, India Update Hey folks!

Data Engineering 73

Data Engineering Data Engineer Engineering Data 73

ProjectPro

JUNE 6, 2025

Large Language Models vs Generative AI List of Large Language Models Examples Limitations of Large Language Models Large Language Models Use Cases Start building LLM applications with ProjectPro! Now the question is how do these LLM models leverage deep learning techniques to gain technical expertise for language generation?

Deep Learning 40

Deep Learning Medical Architecture Datasets 40

Cloudera

OCTOBER 1, 2022

It is pretty impressive just how much has changed in the enterprise machine learning and AI landscape. Thinking back to the conversations I had in late 2019, early 2020, most of the mainstream organizations I was talking to, meaning not the Facebooks and the Googles of the world, had very similar machine learning and AI journeys.

Data Governance 75

Data Governance Government Machine Learning Data Science 75

AltexSoft

DECEMBER 15, 2021

Now, a basic knowledge of statistics is enough to build and train ML models identifying people interested in LDLT services. In machine learning, features are important properties or attributes that represent the problem you are going to solve. Amazon SageMaker Autopilot: building models for one-click deployment on AWS.

Machine Learning 59

Machine Learning Deep Learning Telecommunication Algorithm 59

Cloudera

NOVEMBER 15, 2021

Deep Learning, a subset of AI algorithms, typically requires large amounts of human annotated data to be useful. In 2019 OpenAI reported that the computational power used in the largest AI trainings has been doubling every 3.4 Here we briefly describe some of the challenges that data poses to AI. Data annotation.

Unstructured Data 90

Unstructured Data Pipeline-centric Database-centric Entertainment 90

ProjectPro

JANUARY 20, 2022

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 52

Machine Learning Deep Learning Programming Language Algorithm 52

Knowledge Hut

DECEMBER 26, 2023

Even you have seen many courses following the technology, like Machine Learning courses, Software Developer Course , Mobile Development, AI and Deep Learning Courses, etc. Engineers create, construct, or maintain machinery, buildings, or other structures. Ant Ant is most commonly used to build Java applications.

Software Engineer 98

Software Engineer Software Engineering Engineering Java 98

ProjectPro

JANUARY 19, 2022

It involves building pipelines that can fetch data from the source, transform it into a usable form, and analyze variables present in the data. Build an Awesome Job Winning Data Engineering Projects Portfoli o Data Engineer: Job Growth in Future The demand for data engineers has been on a sharp rise since 2016.

Data Engineering 52

Data Engineering Data Engineer Engineering Amazon Web Services 52

KDnuggets

NOVEMBER 6, 2019

Learn about statistical fallacies Data Scientists should avoid; New and quite amazing Deep Learning capabilities FB has been quietly open-sourcing; Top Machine Learning tools for Developers; How to build a Neural Network from scratch and more.

Deep Learning 61

Deep Learning Machine Learning Data Building 61

AltexSoft

AUGUST 27, 2022

So, it comes as no surprise that all large biopharma companies are investing in AI, particularly in deep learning , which has the potential to make the hunt for drugs cheaper, faster, and more precise. It’s worth noting that regulatory bodies treat the use of machine learning in healthcare with caution. Source: Deloitte.

Medical 52

Medical Deep Learning Algorithm Machine Learning 52

Knowledge Hut

NOVEMBER 3, 2023

Enroll in Artificial Intelligence Engineering Bootcamp to learn machine learning, deep learning, computer vision, NLP, generative AI, prompt engineering, ChatGPT, and more. Proficiencies in sought-after areas like Natural Language Processing and Deep Learning often translate into more competitive compensation packages.

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Deep Learning Education Machine Learning Certification 52