KDnuggets

AUGUST 21, 2019

Check out this tutorial walking you through a comparison of XGBoost and Random Forest. You'll learn how to create a decision tree, how to do tree bagging, and how to do tree boosting.

Algorithm 89

Algorithm Python 89

KDnuggets

DECEMBER 17, 2019

Read this overview of a complete pipeline for detecting pedestrians on the road.

Algorithm 83

Algorithm Python 83

KDnuggets

SEPTEMBER 25, 2019

Learn about unexpected risk of AI applied to Big Data; Study 5 Sampling Algorithms every Data Scientist needs to know; Read how one data scientist copes with his boring days of deploying machine learning; 5 beginner-friendly steps to learn ML with Python; and more.

Algorithm 58

Algorithm Big Data Python Machine Learning 58

KDnuggets

DECEMBER 24, 2019

This article is about Market Basket Analysis & the Apriori algorithm that works behind it.

Algorithm 159

Algorithm Data Mining IT Python 159

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. These streams basically consist of algorithms that seek to make either predictions or classifications by creating expert systems that are based on the input data. SQL for data migration 2.

Data Science 98

Data Science Deep Learning Business Analyst Data Mining 98

KDnuggets

SEPTEMBER 16, 2019

Also: The 5 Graph Algorithms That Data Scientists Should Know; Many Heads Are Better Than One: The Case For Ensemble Learning; BERT is changing the NLP landscape; I wasn't getting hired as a Data Scientist; There is No Free Lunch in Data Science.

Python 86

Python Algorithm Data Science Data 86

Netflix Tech

NOVEMBER 13, 2023

Similarly, algorithms for dialogue intelligibility, spoken-language-identification and speech-transcription are only applied to audio regions where there is measured speech. Training examples were produced between 2016 and 2019, in 13 countries, with 60% of the titles originating in the USA.

Datasets 94

Datasets Metadata Algorithm Architecture 94

Netflix Tech

MAY 28, 2021

Throughout this process, I developed skills in Python programming, data visualization, statistical analysis, machine learning, and optimization, both by doing and by teaching. I have recently been reading the book Algorithms to Live By , written by Brian Christian and Tom Griffiths. According to the U.S. By March 2020?—?less

Entertainment 84

Entertainment Healthcare Data Science Finance 84

KDnuggets

SEPTEMBER 27, 2019

The article contains a brief introduction to various concepts related to Hierarchical clustering algorithm.

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Algorithm Machine Learning Python 123

U-Next

DECEMBER 2, 2022

Python is essential for Data Science And Machine Learning for various reasons that you’ll find out here. . Some of the popular languages include Python, R, and Julia. Python is a versatile language widely used in many fields, including Data Science and Machine Learning. Why do Data Scientists prefer Python? .

Machine Learning 40

Machine Learning Data Science Python Programming Language 40

KDnuggets

SEPTEMBER 17, 2019

The article contains a brief introduction of Bioinformatics and how a machine learning classification algorithm can be used to classify the type of cancer in each patient by their gene expressions.

Machine Learning 123

Machine Learning Algorithm Python 123

ProjectPro

NOVEMBER 30, 2021

A deep learning engineer uses the algorithms and techniques developed by the researchers and applies them to real-world problems, which help create solutions. The US Bureau of Labor Statistics states that computer and information research scientists would experience a job growth rate of 15% from 2019 to 2029.

Deep Learning 52

Deep Learning Engineering Machine Learning Programming Language 52

KDnuggets

SEPTEMBER 4, 2019

Recommender systems are an important class of machine learning algorithms that offer "relevant" suggestions to users. Categorized as either collaborative filtering or a content-based system, check out how these approaches work along with implementations to follow from example code.

Machine Learning 123

Machine Learning Systems Algorithm Coding 123

KDnuggets

AUGUST 9, 2019

In this article, we will explore using the K-Means clustering algorithm to read an image and cluster different regions of the image. Image segmentation is the classification of an image into different groups. Many kinds of research have been done in the area of image segmentation using clustering.

Algorithm 120

Algorithm Python 120

Cloudera

MAY 28, 2019

Spoiler alert: it’s not because data scientists will stop relying on open source for the latest innovation in ML algorithms and development environments. Create a Data Strategy for Machine Learning in Advanced Analytics Initiatives, Carlton Sapp, 10 May 2019. Stay tuned.

Data Science 50

Data Science Transportation Machine Learning Algorithm 50

Dataquest

OCTOBER 16, 2019

The new path starts out with three Python courses that are designed to take you from having no background in programming to being proficient with the fundamentals of Python. These courses are based on our highly popular Python data science courses, but we’ve adapted them to focus more precisely on the skills data engineers need.

Data Engineering 52

Data Engineering Data Engineer Engineering SQL 52

ProjectPro

JANUARY 20, 2022

The ai and machine learning job opportunities have grown by 32% since 2019, according to Linkedin’s ‘ Jobs on the Rise ’ list in 2021. Machine learning, a subdomain of artificial intelligence, uses algorithms and data to imitate how humans learn and steadily improve.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

Knowledge Hut

NOVEMBER 20, 2023

Test new AI algorithms and monitor their performance. Knowledge of AI tools, solutions, and algorithms. Countries With the Most Artificial Intelligence Specialist Jobs As of 2019, there were 22,000 skilled AI specialists and 3,00,000 AI researchers. Implementing AI solutions and analyzing the outcomes.

Recruitment 52

Recruitment Machine Learning Algorithm Computer Science 52

Picnic Engineering

JANUARY 9, 2024

However, recommendations aren’t just about algorithms; it’s about helping our customers save time, find the right things, and curate the shopping experience they deserve. Evaluating recommendation algorithms purely on whether a recommended article was actually bought in the next delivery is quite a narrow definition of relevance.

Machine Learning 91

Machine Learning Datasets Algorithm Systems 91

AltexSoft

DECEMBER 15, 2021

On the surface, ML algorithms take the data, develop their own understanding of it, and generate valuable business insights and predictions — all without human intervention. It boosts the performance of ML specialists relieving them of repetitive tasks and enables even non-experts to experiment with smart algorithms.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59

KDnuggets

SEPTEMBER 12, 2019

It turned out that, if we ask the weak algorithm to create a whole bunch of classifiers (all weak for definition), and then combine them all, what may figure out is a stronger classifier.

Machine Learning 98

Machine Learning Algorithm IT Python 98

ProjectPro

JANUARY 19, 2022

How much python should you know to become a data engineer? As per a 2020 report by DICE, data engineer is the fastest-growing job role and witnessed 50% annual growth in 2019. Good skills in computer programming languages like R, Python, Java, C++, etc. How to become a data engineer without a degree ?

Data Engineering 52

Data Engineering Data Engineer Engineering Amazon Web Services 52

ProjectPro

SEPTEMBER 16, 2021

Between 2019-02-01 and 2019-05-01, find the customer with the highest overall order cost. Suppose a company has created a search algorithm that will scan through user comments and display the search results to the user. Create a query that analyses the search algorithm's performance against each user query.

SQL 52

SQL MySQL MongoDB Data 52

Knowledge Hut

MAY 2, 2024

According to marketanalysis.com survey, the Apache Spark market worldwide will grow at a CAGR of 67% between 2019 and 2022. billion (2019 - 2022). Multiple Language Support: Spark provides support for multiple programming languages like Scala, Java, Python, R and also Spark SQL which is very similar to SQL.

Scala 52

Scala Hospitality Machine Learning Healthcare 52

ProjectPro

FEBRUARY 25, 2022

Online fraud cases using credit and debit cards saw a historic upsurge of 225 percent during the COVID-19 pandemic in 2020 as compared to 2019. As per the NCRB report, the tally of credit and debit card fraud stood at 1194 in 2020 compared to 367 in 2019. Generally, these algorithms are known as anomaly detection.

Machine Learning 52

Machine Learning Project Algorithm Datasets 52

Knowledge Hut

JUNE 13, 2024

With the help of data science tools and machine learning algorithms, doctors can detect and track common conditions, like cardiac or respiratory diseases. Some of the commonly used machine learning algorithms include: Image processing algorithm: For image analysis, enhancement and denoising.

Healthcare 52

Healthcare Data Science Medical Pharmaceutical 52

ProjectPro

AUGUST 28, 2021

Projects help you create a strong foundation of various machine learning algorithms and strengthen your resume. Each project explores new machine learning algorithms, datasets, and business problems. In this ML project, you will learn to implement the random forest regressor and Xgboost algorithms to train the model.

Portfolio 52

Portfolio Project Datasets Algorithm 52

Zalando Engineering

APRIL 18, 2022

We want these items to fit you perfectly, so a different set of algorithms is at work to give you the best size recommendations. In early 2019 we at Zalando decided to use AWS Step Functions for orchestrating machine learning pipelines. We addressed this problem by creating zflow, a Python tool for building machine learning pipelines.

Machine Learning 52

Machine Learning AWS Software Engineer Software Engineering 52

ProjectPro

AUGUST 5, 2021

Pneumonia Detection with Python 8. Sign Language Recognition App with Python 10. Keyword Research using Python How to Launch a Career in AI ? Candidates are aware of the keyword matching algorithm, and many of them insert as many keywords as possible into their resumes to get shortlisted by the company. Resume Parser 2.

Project 52

Project Datasets Deep Learning Machine Learning 52

Data Engineering Weekly

AUGUST 13, 2023

Meta writes about mult—stage ranking approach with several well-defined stages, each focusing on different objectives and algorithms. link] Sponsored: Great Data Debate–The State of Data Mesh Since 2019, the data mesh has woven itself into every blog post, event presentation, and webinar.

Data Engineering 52

Data Engineering Data Engineer Engineering Food 52

ProjectPro

OCTOBER 27, 2021

There is a wide range of open-source machine learning algorithms and tools that fit exceptionally with financial data. You can start the stock price prediction project by applying simple ML algorithms like Averaging and Linear Regression. That is why so many financial institutions are investing heavily in machine learning R&D.

Finance 52

Finance Machine Learning Project Banking 52

AltexSoft

JANUARY 26, 2022

Such specialists use Python and programming languages for statistical analysis like R and SAS. They know Python to handle some data orchestration services. Analytics engineers may also take care of writing cleansing algorithms to further improve the quality of data. They can perform complex data transformations in SQL using dbt.

Engineering 59

Engineering Software Engineer Software Engineering Data Warehouse 59

Knowledge Hut

JUNE 27, 2023

According to the Bureau of Labor Statistics, employment in computer and information technology is projected to grow by 11% from 2019 to 2029, much faster than the average of all occupations. To advance your data visualization skills, get hands-on experience with tools like Tableau and PowerBI and Python libraries like Matpotlib and seaborn.

Computer Science 52

Computer Science Programming Language Amazon Web Services Algorithm 52

ProjectPro

JULY 2, 2021

A survey conducted by Gartner revealed in 2019 that 37% of the surveyed companies have started implementing AI in their day-to-day tasks, thus signifying a 270% increase in the last four years (w.r.t. If a machine learning algorithm falsely predicts a negative outcome as positive, then the result is labeled as a false negative.

Algorithm 40

Algorithm Machine Learning Recruitment Banking 40

ProjectPro

FEBRUARY 11, 2021

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. With these Data Science Projects in Python , your career is bound to reach new heights. Start working on them today!

Machine Learning 40

Machine Learning Engineering Programming Language Portfolio 40

ProjectPro

JUNE 26, 2021

Leverage machine learning libraries in Python like Pandas, Numpy, Keras, PyTorch, TensorFlow to apply Deep learning and Natural Language Processing on huge amounts of data. Optimize the implementation of the machine learning and deep learning algorithms for tasks like Image Classification , Object Recognition, and reduce processing time.

Project 40

Project Deep Learning Datasets Medical 40

Knowledge Hut

DECEMBER 21, 2023

Data engineering involves a lot of technical skills like Python, Java, and SQL (Structured Query Language). Data Engineer / Big Data Engineer Data engineers create and test flexible Big Data ecosystems for businesses to run their algorithms on reliable and well-optimized data platforms. Knowledge of Hadoop, Spark, and Kafka.

Data Engineering 52

Data Engineering Data Engineer Engineering MongoDB 52