Analytics Vidhya

JUNE 12, 2023

Tajinder’s passion for unraveling hidden patterns in complex datasets has driven impactful outcomes, transforming raw data into actionable intelligence. From humble beginnings to influential […] The post The Journey of a Senior Data Scientist and Machine Learning Engineer at Spice Money appeared first on Analytics Vidhya.

Machine Learning 228

Machine Learning Engineering Raw Data Data Science 228

Knowledge Hut

JULY 28, 2023

Machine learning for anomaly detection is crucial in identifying unusual patterns or outliers within data. By learning from historical data, machine learning algorithms autonomously detect deviations, enabling timely risk mitigation. They excel at identifying subtle anomalies and adapt to changing patterns.

Machine Learning 98

Machine Learning Algorithm Datasets Deep Learning 98

Analytics Vidhya

JUNE 12, 2023

Tajinder’s passion for unraveling hidden patterns in complex datasets has driven impactful outcomes, transforming raw data into actionable intelligence. From humble beginnings to influential […] The post The Journey of a Senior Data Scientist and Machine Learning Engineer in Fintech Domain appeared first on Analytics Vidhya.

Machine Learning 183

Machine Learning Engineering Raw Data Data Science 183

ProjectPro

JUNE 22, 2021

This blog will help you master the fundamentals of classification machine learning algorithms with their pros and cons. You will also explore some exciting machine learning project ideas that implement different types of classification algorithms. So, without much ado, let's dive in.

Machine Learning 72

Machine Learning Algorithm Datasets Project 72

Knowledge Hut

JULY 4, 2023

To build a strong foundation and to stay updated on the concepts of Pattern recognition you can enroll in the Machine Learning course that would keep you ahead of the crowd. It is a subfield of machine learning and artificial intelligence. What Is Pattern Recognition?

Machine Learning 98

Machine Learning Medical Algorithm Deep Learning 98

Engineering at Meta

JULY 10, 2024

Meta’s advertising business leverages large-scale machine learning (ML) recommendation models that power millions of ads recommendations per second across Meta’s family of apps. Why is machine learning robustness difficult? Snapshot Validator has reduced model snapshot corruption by 74% in the past two years.

Machine Learning 102

Machine Learning Algorithm Systems Engineering 102

Knowledge Hut

APRIL 25, 2024

Big data vs machine learning is indispensable, and it is crucial to effectively discern their dissimilarities to harness their potential. Big Data vs Machine Learning Big data and machine learning serve distinct purposes in the realm of data analysis.

Machine Learning 52

Machine Learning Big Data Unstructured Data Data Mining 52

Knowledge Hut

JANUARY 12, 2024

It is used as a pre-processing step in Machine Learning and applications of pattern classification. In my journey as a machine learning enthusiast, I find LDA to be a powerful supervised classification technique, playing a very integral role in crafting competitive machine learning models.

Machine Learning 97

Machine Learning Datasets Medical Algorithm 97

Netflix Tech

FEBRUARY 13, 2023

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution.

Media 117

Media Machine Learning Metadata Algorithm 117

Knowledge Hut

JANUARY 16, 2024

Embarking on a journey in the highly demanded field of Machine Learning (ML) opens doors to diverse career opportunities. The avenues to acquire the essential skills for a career in ML are plentiful, ranging from Machine Learning online courses and certifications to formal degree programs. What Is Machine Learning?

Machine Learning 98

Machine Learning Engineering Programming Language Algorithm 98

ProjectPro

NOVEMBER 25, 2021

To mitigate this challenge, organizations are now leveraging natural language processing and machine learning techniques to extract meaningful insights from unstructured text data. Read this blog to learn about text classification, one of the core topics of natural language processing.

Machine Learning 52

Machine Learning Algorithm Datasets Google Cloud 52

Knowledge Hut

MAY 3, 2024

There have been many articles written regarding overfitting and underfitting in machine learning, but virtually all of them are merely a list of tools. "Top Underfitting and overfitting in machine learning may be highly perplexing for folks attempting to figure out how it works.

Machine Learning 52

Machine Learning Datasets Algorithm Data Science 52

ProjectPro

JANUARY 11, 2022

“Machine Learning” is one of the most trending buzzwords. They are built using Machine Learning algorithms. These algorithms majorly fall into two categories - supervised algorithms and unsupervised algorithms. Yes, you are right. What is Classification? What is Regression?

Machine Learning 52

Machine Learning Algorithm Datasets Food 52

AltexSoft

OCTOBER 18, 2022

Everyday the global healthcare system generates tons of medical data that — at least, theoretically — could be used for machine learning purposes. At the same time, de-identification only encrypts personal details and hides them in separate datasets. This fact creates another barrier to generating quality medical datasets.

Medical 52

Medical Datasets Machine Learning Hospitality 52

Knowledge Hut

MARCH 27, 2024

Over the last few decades, machine learning has fundamentally altered how systems function and decisions are made. These days, practically every industry effectively employs various machine learning ideas in one way or another. What is a Machine Learning cheat sheet?

Machine Learning 52

Machine Learning Deep Learning Algorithm Certification 52

Knowledge Hut

NOVEMBER 28, 2023

Whether you are working on a personal project, learning the concepts, or working with datasets for your company, the primary focus is a data acquisition and data understanding. In this article, we will look at 31 different places to find free datasets for data science projects. What is a Data Science Dataset?

Datasets 96

Datasets Data Science Project Machine Learning 96

Knowledge Hut

MARCH 27, 2024

Machine Learning Models must be exact, robust, and concrete in light of these rapid advancements. Here, lowering the cost function in machine learning algorithms and overcoming any obstacles are the main challenges. What is the Cost Function in Machine Learning?

Machine Learning 52

Machine Learning Algorithm Datasets Certification 52

Snowflake

JANUARY 23, 2024

Many developers and enterprises looking to use machine learning (ML) to generate insights from data get bogged down by operational complexity. The platform includes Snowpark ML to train machine learning models and run inference using Snowflake’s compute power.

Machine Learning 120

Machine Learning Metadata Python Telecommunication 120

phData: Data Engineering

JUNE 18, 2024

Machine learning (ML) is only possible because of all the data we collect. In this blog, we’ll explain why you should prepare your data before use in machine learning , how to clean and preprocess the data, and a few tips and tricks about data preparation. Why Prepare Data for Machine Learning Models?

Machine Learning 52

Machine Learning Algorithm Data Preparation Datasets 52

Knowledge Hut

MAY 3, 2024

What is Machine Learning? Machine Learning is a multidisciplinary field of study, which gives computers the ability to solve complex problems, which otherwise would be nearly impossible to be hand-coded by a human being. It has become a norm for Data scientists today to have a machine learning with Python certification.

Machine Learning 52

Machine Learning Datasets Algorithm Architecture 52

Striim

JULY 23, 2024

Real-time data and machine learning are revolutionizing how hospitals operate and deliver care. Here’s everything you need to know about how hospitals can leverage advancements of machine learning in healthcare to streamline operations and modernize existing systems. What is Machine Learning in Healthcare?

Hospitality 52

Hospitality Healthcare Machine Learning Algorithm 52

Knowledge Hut

JANUARY 18, 2024

In this article, I'll walk you through the fundamentals of Naive Bayes, a robust machine learning algorithm. Join me as we navigate the key aspects of Naive Bayes in the professional field of machine learning. Now the question is how you can use naive Bayes in machine learning.

Machine Learning 52

Machine Learning Algorithm Datasets Python 52

Knowledge Hut

JANUARY 29, 2024

” In this article, we are going to discuss time complexity of algorithms and how they are significant to us. The Time complexity of an algorithm is the actual time needed to execute the particular codes. The " Big O notation" evaluates an algorithm's time complexity. Then, check out these Programming courses.

Algorithm 98

Algorithm Programming Language Python Java 98

Knowledge Hut

OCTOBER 26, 2023

In the world of machine learning, where data-driven solutions have the power to transform industries and empower individuals, if you're new to this exciting field and eager to embark on your machine-learning journey, you're in the right place. What is Machine Learning, and why are ML projects interesting?

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

AltexSoft

MAY 12, 2022

Today, we have AI and machine learning to extract insights, inaudible to human beings, from speech, voices, snoring, music, industrial and traffic noise, and other types of acoustic signals. Aiming at understanding sound data, it applies a range of technologies, including state-of-the-art deep learning algorithms.

Machine Learning 122

Machine Learning Building Deep Learning Datasets 122

Knowledge Hut

JULY 28, 2023

On that note, let's understand the difference between Machine Learning and Deep Learning. Below is a thorough article on Machine Learning vs Deep Learning. We will see how the two technologies differ or overlap and will answer the question - What is the difference between machine learning and deep learning?

Deep Learning 52

Deep Learning Machine Learning Unstructured Data Algorithm 52

Cloudera

NOVEMBER 17, 2021

We are very excited to announce the release of five, yes FIVE new AMPs, now available in Cloudera Machine Learning (CML). In addition to the UI interface, Cloudera Machine Learning exposes a REST API that can be used to programmatically perform operations related to Projects, Jobs, Models, and Applications.

Machine Learning 124

Machine Learning Algorithm Data Science Retail 124

DareData

JUNE 11, 2024

Used by thousand of developers around the world, the library gained prominence since the release of ChatGPT and the introduction of deep learning into mainstream news headlines. In this blog post, we are finally going to bring out the big guns and train our first computer vision algorithm. Let’s start! ok, hard to visualize!

Algorithm 52

Algorithm Datasets Deep Learning Architecture 52

ProjectPro

JANUARY 15, 2021

Undoubtedly, everyone knows that the only best way to learn data science and machine learning is to learn them by doing diverse projects. But yes, there is definitely no other alternative to data science and machine learning projects. Table of Contents What is a dataset in machine learning?

Machine Learning 40

Machine Learning Datasets Retail Banking 40

KDnuggets

SEPTEMBER 19, 2019

While mature algorithms and extensive open-source libraries are widely available for machine learning practitioners, sufficient data to apply these techniques remains a core challenge. Discover how to leverage scikit-learn and other tools to generate synthetic data appropriate for optimizing and fine-tuning your models.

Machine Learning 87

Machine Learning Datasets Algorithm Data 87

DoorDash Engineering

NOVEMBER 28, 2023

It is amusing for a human being to write an article about artificial intelligence in a time when AI systems, powered by machine learning (ML), are generating their own blog posts. The post Transforming MLOps at DoorDash with Machine Learning Workbench appeared first on DoorDash Engineering Blog.

Machine Learning 90

Machine Learning Pipeline-centric Data Science Designing 90

Knowledge Hut

MARCH 15, 2024

What Does a Machine Learning Engineer Do? Businesses are gradually understanding the importance of machine learning and software automation. Globally, almost 69 million new machine learning job positions are expected to open up by 2027. If you are interested in learning more, please continue reading.

Machine Learning 52

Machine Learning Engineering Amazon Web Services Algorithm 52

Netflix Tech

NOVEMBER 11, 2022

Data analysis and machine learning techniques are great candidates to help secure large-scale streaming platforms. Given a labeled dataset, a supervised anomaly detection model can be built to distinguish between anomalous and benign incidents. false-positive incidents), for example in the case of a buggy client or device.

Machine Learning 127

Machine Learning Digital Media Datasets Media 127

LinkedIn Engineering

JUNE 15, 2023

Co-authors: Jonathan Hung , Pei-Lun Liao , Lijuan Zhang , Abin Shahab , Keqiu Hu TensorFlow is one of the most popular frameworks we use to train machine learning (ML) models at LinkedIn. To remove this bottleneck, we built AvroTensorDataset , a TensorFlow dataset for reading, parsing, and processing Avro data. Default is zero.

Datasets 102

Datasets Bytes Process Data Ingestion 102

AltexSoft

JUNE 16, 2022

Choosing the machine learning path when developing your software is half the success. Yes, it brings automation, so widely discussed machine intelligence, and other awesome perks. So, how would you measure the success of a machine learning model? So, how would you measure the success of a machine learning model?

Machine Learning 91

Machine Learning Hospitality Retail Medical 91

U-Next

NOVEMBER 25, 2022

Introduction to Machine Learning and Big Data . Big Data and Machine Learning are one of the most crucial and irreplaceable technologies today. Machine Learning allows computers to learn from data automatically without being explicitly programmed. What Is Machine Learning? .

Machine Learning 52

Machine Learning Big Data Deep Learning Algorithm 52

U-Next

AUGUST 8, 2022

Before heading out for a Machine Learning interview, find time to go through this quick recap blog on the fundamentals of Machine Learning. Introduction to Machine Learning Interview Questions. Data Science and Machine Learning are two of the most widely used technologies around the globe nowadays.

Machine Learning 52

Machine Learning Deep Learning Algorithm Data Mining 52