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 106

Machine Learning Engineering Deep Learning IT 106

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

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

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 Datasets 40

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

Deep Learning 52

Deep Learning Project Datasets Machine Learning 52

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.

Deep Learning 139

Deep Learning Building Data Science Machine Learning 139

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? A necessary evil. What questions should I ask them? The good news?

Deep Learning 40

Deep Learning Datasets Machine Learning Algorithm 40

ProjectPro

OCTOBER 28, 2021

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 52

Machine Learning Programming Language Datasets Python 52

ProjectPro

AUGUST 16, 2021

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 40

Machine Learning Coding Project Deep Learning 40

ProjectPro

SEPTEMBER 29, 2021

Probability and Statistics are two intertwined topics that smoothen one’s path to becoming a Machine Learning pro. In this blog, you will find a detailed description of all you need to learn about probability and statistics for machine learning. How to choose the Best Probability Course for Machine Learning?

Machine Learning 52

Machine Learning Insurance Algorithm Datasets 52

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 57

Machine Learning Engineering Deep Learning IT 57

ProjectPro

AUGUST 25, 2021

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 52

Machine Learning Algorithm Datasets Data Science 52

ProjectPro

APRIL 6, 2021

Machines learning algorithms on the other hand, while classifying images face these challenges, and Image Classification becomes an exciting problem for us to solve. We’ll build an end-to-end machine learning pipeline that uses X-ray images of the lungs to detect pneumonia in patients.

Deep Learning 40

Deep Learning Python Medical Algorithm 40

Pinterest Engineering

JANUARY 9, 2024

In this blog we will deep dive into some of our recent advancements in machine learning modeling to connect pinners with the most relevant ads. This brings challenges on the model training strategy, e.g., the model’s update frequency, and complicates calibration estimations of the learned models.

Machine Learning 93

Machine Learning Architecture Engineering Utilities 93

ProjectPro

FEBRUARY 11, 2021

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 40

Machine Learning Engineering Programming Language Portfolio 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 104

Engineering Deep Learning Architecture Project 104

Snowflake

NOVEMBER 1, 2023

Snowflake has invested heavily in extending the Data Cloud to AI/ML workloads, starting in 2021 with the introduction of Snowpark , the set of libraries and runtimes in Snowflake that securely deploy and process Python and other popular programming languages.

Building 108

Building Python SQL Programming Language 108

Cloudera

NOVEMBER 25, 2021

In a February 2021 report by IDC, they estimate that world-wide revenues from AI will grow by 16.4% in 2021 to USD $327 billion. With the introduction of ML and Deep Learning (DL), it is now possible to build AI systems that have no ethical considerations at all. We consider three examples below: Robo-Firing.

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Government Insurance Algorithm Machine Learning 97

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.

Coding 52

Coding Project Deep Learning Algorithm 52

Pinterest Engineering

MARCH 5, 2024

Yulin Lei | Senior Machine Learning Engineer; Kaili Zhang | Staff Machine Learning Engineer; Sharare Zahtabian | Machine Learning Engineer II; Randy Carlson | Machine Learning Engineer I; Qifei Shen | Senior Staff Machine Learning Engineer Introduction Pinterest strives to deliver high-quality ads and maintain a positive user experience.

Machine Learning 72

Machine Learning Deep Learning Architecture Data Mining 72

ProjectPro

FEBRUARY 19, 2021

Regression analysis is the favorite of data science and machine learning practitioners as it provides a great level of flexibility and reliability making it an ideal choice for analyzing different situations like - Do educational degrees and IQ affect salary? Is consuming caffeine and smoking-related to mortality risk?

Machine Learning 40

Machine Learning Algorithm Datasets Data Science 40

LinkedIn Engineering

MARCH 21, 2023

Let’s look at “machine learning” for example. Our taxonomy includes machine learning (skill concept), the skill ID (a number assigned to each skill), aliases (e.g. reinforcement learning” is a child skill of “machine learning”), which we’ll discuss more below.

Building 85

Building Recruitment Machine Learning Deep Learning 85

Knowledge Hut

JUNE 4, 2024

The pharmaceutical industry according to report has made a jump from $40 billion in 2021 to an expected $130 billion in 2030, with projections hitting $450 billion by 2047. With the help of Deep Learning techniques in Data Science, the software can be built to understand and interpret images like X-rays, MRIs, mammograms, etc.

Pharmaceutical 52

Pharmaceutical Data Science Medical Deep Learning 52

Edureka

FEBRUARY 16, 2023

An AI-powered chatbot called ChatGPT employs machine learning to respond to questions in a natural conversation. ChatGPT is trained using the transformer model, a deep learning method that can process a lot of text input and discover linguistic patterns. It generates text-only responses using data generated up until 2021.

Deep Learning 98

Deep Learning Media Education Machine Learning 98

Knowledge Hut

JUNE 27, 2023

million in 2021 and is expected to keep growing. from 2021 to 2031. Meanwhile, computer science graduates are well paid with a median salary upwards of $97,430 per year in May 2021. Cybersecurity, Data Analytics & Machine Learning are gaining more prominence. million by 2027.

Computer Science 52

Computer Science Entertainment Healthcare Finance 52

Knowledge Hut

DECEMBER 26, 2023

Some of the reasons why this book is ideal for beginner-level students are listed below: It covers topics that are fundamental in the field of data science The language is easy to comprehend You will learn the basics of statistics in data science Important topics like distribution, randomization, sampling, and the like are covered in depth.

Data Science 52

Data Science Programming Language Scala R (Programming) 52

ProjectPro

SEPTEMBER 27, 2021

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. CNN VS RNN: Overview What is CNN? What is RNN?

Project 52

Project Algorithm Deep Learning Machine Learning 52

ProjectPro

JULY 6, 2021

A curated list of interesting, simple, and cool neural network project ideas for beginners and professionals looking to make a career transition into machine learning or deep learning in 2021. Applications of Neural Networks Why building Neural Network Projects is the best way to learn deep learning?

Project 40

Project Deep Learning Banking Healthcare 40

Christophe Blefari

JUNE 21, 2024

Tabular was founded in 2021, had less than 50 employees and raised $37m. In order to make all of this work data flows, going IN and OUT. Edge stuff — and then everything else that goes with it like privacy, observability, orchestration, scheduling, governance, etc. which might be required or not depending on the company maturity.

Metadata 147

Metadata Data Warehouse BI Scala 147

Scott Logic

APRIL 21, 2024

went out of support in May 2021, so upgrading is strongly advised. The addition of support for NumPy and PyTorch aids machine learning tasks and the distributed training of deep learning models. Apache Spark has now reached version 3.5.1, but what if you are still using a 2.4.x

Scala 52

Scala Java SQL Python 52

ProjectPro

MARCH 29, 2021

‘Man and machine together can be better than the human’ All thanks to deep learning frameworks like PyTorch, Tensorflow, Keras, Caffe, and DeepLearning4j for making machines learn like humans with special brain-like architectures known as Neural Networks.

Deep Learning 40

Deep Learning Machine Learning Programming Language Python 40

Edureka

FEBRUARY 20, 2024

Unlike regular AI, which learns from data to find patterns or make predictions, generative AI takes it a step further. It studies the data it has and then uses what it learns to make completely new stuff, such as pictures or writing. Text generation relies on machine learning, existing data, and past user input to produce responses.

Algorithm 52

Algorithm Machine Learning Deep Learning Education 52

ProjectPro

NOVEMBER 11, 2021

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 52

Programming Language Deep Learning Machine Learning Algorithm 52

Data Engineering Weekly

SEPTEMBER 11, 2023

link] Walmart: Machine Learning Platform at Walmart Walmart writes about its Machine Learning platform architecture following the best-of-the-breed model. The initial estimation of saving $212k annual cloud cost and latency reduction from 40 hours to near real-time is an impactful case study for a hackathon project.

Data Engineering 62

Data Engineering Data Engineer Engineering Kafka 62

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. is a bonus. Aldo Faisal, Cheng Soon Ong.

Deep Learning 52

Deep Learning Data Science Algorithm Programming Language 52

ProjectPro

SEPTEMBER 27, 2021

’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 52

Project Deep Learning Algorithm Food 52

ProjectPro

JULY 19, 2021

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 40

Engineering Deep Learning Algorithm Machine Learning 40