KDnuggets

DECEMBER 14, 2021

We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.

Data Science 159

Data Science Machine Learning Data Data Lake 159

ProjectPro

JUNE 6, 2025

Spoiler Alert: Becoming a machine learning engineer can sound like a hard-to-reach goal but let us tell you the truth – it isn’t as hard as it seems. Image Credit: Makeameme.org So you are considering learning machine learning skills , and you’ve heard that becoming a machine learning engineer is the way to go.

Machine Learning 67

Machine Learning Engineering Programming Language Portfolio 67

ProjectPro

JUNE 6, 2025

Sending out the exact old traditional style data science or machine learning resume might not be doing any favours in your machine learning job search. With cut-throat competition in the industry for high-paying machine learning jobs, a boring cookie-cutter resume might not just be enough.

Machine Learning 52

Machine Learning Coding Project Deep Learning 52

ProjectPro

JUNE 6, 2025

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. Amidst this, speech and audio, an equally important type of data, often gets overlooked.

Deep Learning 45

Deep Learning Project Datasets Machine Learning 45

DataKitchen

APRIL 13, 2021

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Collaboration and Sharing.

Consulting 121

Consulting Machine Learning Data Science Government 121

ProjectPro

JUNE 6, 2025

Machine learning (ML) is the study and implementation of algorithms that can mimic the human learning process. As we know it today, machine learning came into existence in 1959 when the pioneer computer programmer and game developer Arthur Samuel coined the phrase. Become a Certified Deep Learning Engineer.

Project 68

Project Deep Learning Algorithm Machine Learning 68

ProjectPro

JUNE 6, 2025

This blog will deeply explore transformers architecture in machine learning, including everything you need to know about transformers. According to a survey conducted by Analytics Insight, 62% of data scientists and machine learning experts consider transformers the most innovative technology in the field of NLP.

Machine Learning 40

Machine Learning Architecture Deep Learning Datasets 40

ProjectPro

JUNE 6, 2025

“Humans can typically create one or two good models a week; machine learning can create thousands of models a week.” In recent years, AI and Machine Learning have transformed the world, making it smarter and faster. We have put together the ideal artificial intelligence and machine learning path for you.

Machine Learning 40

Machine Learning Deep Learning Algorithm Programming Language 40

ProjectPro

JUNE 6, 2025

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 40

Machine Learning Algorithm Datasets Data Science 40

KDnuggets

NOVEMBER 9, 2021

Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh.

Machine Learning 122

Machine Learning Engineering Deep Learning IT 122

ProjectPro

JUNE 6, 2025

13 Top Careers in AI for 2025 From Machine Learning Engineers driving innovation to AI Product Managers shaping responsible tech, this section will help you discover various roles that will define the future of AI and Machine Learning in 2024. Enter the Machine Learning Engineer (MLE), the brain behind the magic.

Machine Learning 40

Machine Learning Computer Science Consulting Software Engineer 40

KDnuggets

DECEMBER 13, 2021

Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.

Building 139

Building Deep Learning Data Science Machine Learning 139

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. Therefore, there is much to learn from understanding bar plots and how to plot them.

Coding 67

Coding Project Machine Learning Datasets 67

ProjectPro

JUNE 6, 2025

’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. Convert those images from RGB to Lab space and use Zhang et. using the OpenCV library.

Project 72

Project Deep Learning Algorithm Food 72

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. It uses Machine learning algorithms to find transactions with a higher probability of being fraudulent. million people around the globe.

Data Science 67

Data Science Project Food Pharmaceutical 67

KDnuggets

DECEMBER 15, 2021

In this issue: Building a solid data team; Stop Learning Data Science to Find Purpose and Find Purpose to Learn Data Science; AI, Analytics, Machine Learning, Data Science, Deep Learning Main Developments in 2021 and Key Trends for 2022 - Research, Technology, and Industry perspectives.

Data Science 83

Data Science Machine Learning Deep Learning Building 83

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.

Deep Learning 52

Deep Learning Machine Learning Algorithm Data Science 52

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. Additionally, use different machine learning algorithms like linear regression, decision trees, random forests, etc. to estimate the costs.

Business Intelligence 69

Business Intelligence Coding Project BI 69

ProjectPro

JUNE 6, 2025

In this blog, we have mentioned all the topics that are considered as prerequisites for learning machine learning. We have covered all the subjects and the best resources that will help you learn them thoroughly. Machine learning is no exception to that. Why should you learn Machine learning?

Machine Learning 45

Machine Learning Programming Language Algorithm Datasets 45

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

Recommended Reading: How to learn NLP from scratch in 2021? Another thing that you should keep in mind is to regularly track the new machine learning algorithms and data science techniques that are being introduced and practise a few projects around their implementation. The answer is simple: Practice. Drumrolls, please!

Portfolio 73

Portfolio Data Science Algorithm Programming Language 73

ProjectPro

JUNE 6, 2025

The data scientist interview questions are tricky, specific to Google’s data products, and cover a wide range of data science and machine learning concepts. You can expect interview questions from various technologies and fields, such as Statistics, Python, SQL, A/B Testing, Machine Learning , Big Data, NoSQL , etc.

Recruitment 73

Recruitment Data Science NoSQL Machine Learning 73

ProjectPro

JUNE 6, 2025

A Computer vision engineer works at the crossroads of machine learning that simulates human-like vision. Computer vision scientists get to work at research labs spending time with cutting edge deep learning algorithms and state of the art architectures. Who is a Computer Vision Engineer? Everything else is a bonus.

Engineering 68

Engineering Deep Learning Algorithm Machine Learning 68

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. Below are a few of those libraries and respective project ideas for learning about them.

Data Science 52

Data Science Python Programming Language Deep Learning 52

ProjectPro

JUNE 6, 2025

Having decided to delve into the world of AI and Machine Learning, you've chosen to move on the learning path of becoming a computer vision engineer. 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.

Engineering 49

Engineering Deep Learning Algorithm Machine Learning 49

KDnuggets

NOVEMBER 9, 2021

Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh.

Machine Learning 79

Machine Learning Engineering Deep Learning IT 79

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. The solution is devised by applying statistical algorithms called machine learning models, which assist in revealing hidden patterns in the data. is a bonus. Aldo Faisal, Cheng Soon Ong.

Deep Learning 40

Deep Learning Programming Language Data Science Algorithm 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. Table of Contents What Makes Python Pandas Popular for Data Science?

Python 40

Python Project Datasets Machine Learning 40

ProjectPro

JUNE 6, 2025

Is "becoming a data scientist" one of your resolutions for 2021? Recently he launched a new Library - Pytorch Tabular which is a framework/ wrapper library that aims to make Deep Learning with Tabular data easy and accessible to real-world cases and research alike. Data science careers have seen tremendous growth over the years.

Consulting 52

Consulting Data Science Deep Learning Machine Learning 52

ProjectPro

JUNE 6, 2025

Often, beginners in Data Science directly jump to learning how to apply machine learning algorithms to a dataset. This basic analysis helps in realising important features of the dataset and saves time by assisting in selecting machine learning algorithms that one should use. for different samples of wine.

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. Tips on How to Create an AI Project Successfully Learn how to Build an AI with ProjectPro!

Project 40

Project Deep Learning Datasets Machine Learning 40

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. Experience is one of the most significant factors that determine the data scientist salary.

Data Science 56

Data Science Data Mining Data Architect BI 56

ProjectPro

OCTOBER 16, 2021

TensorFlow and Scikit-learn, two of the most popular words from the jargon of the Machine Learning world! If you are wondering what is the reason behind their popularity, continue reading as we answer that question in this blog by exploring hands-on machine learning with Scikit-learn and TensorFlow.

Machine Learning 52

Machine Learning Deep Learning Datasets Algorithm 52

ProjectPro

JUNE 6, 2025

One way to help the investors is to give them a fair idea of the risks involved by predicting the returns using machine learning. You must try to use the advanced technology of machine learning and estimate the short-term returns for 14 popular cryptocurrencies.

Data Science 40

Data Science Medical Machine Learning Algorithm 40

ProjectPro

JANUARY 20, 2022

“Humans can typically create one or two good models a week; machine learning can create thousands of models a week.” In recent years, AI and Machine Learning have transformed the world, making it smarter and faster. We have put together the ideal artificial intelligence and machine learning path for you.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

ProjectPro

JUNE 6, 2025

Table of Contents Why is Now the Best Time to Learn Computer Vision? Learn Computer Vision with OpenCV Learn Machine Learning for Computer Vision Programming Languages Best Suited for Computer Vision 1.Learn Learn Python for Computer Vision 2.

Programming Language 49

Programming Language Deep Learning Machine Learning Algorithm 49

AltexSoft

DECEMBER 15, 2021

Machine learning evangelizes the idea of automation. Citing Microsoft’s principal researcher Rich Caruana, ‘75 percent of machine learning is preparing to do machine learning… and 15 percent is what you do afterwards.’ This leaves only 10 percent of the entire flow automated by ML models. MLOps cycle.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59