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- Top 5 Data Management Platforms, by Nisha Arya - Jun 29, 2022.
This article presents the top 5 data management platforms, in order to help you choose which might be best for you. - Statistics and Probability for Data Science, by Benjamin O. Tayo - Jun 29, 2022.
In this article, we discuss the importance of statistics and probability in data science and machine learning. - KDnuggets News, June 29: 20 Basic Linux Commands for Data Science Beginners; Market Data and News: A Time Series Analysis, by KDnuggets - Jun 29, 2022.
20 Basic Linux Commands for Data Science Beginners; Market Data and News: A Time Series Analysis; Data Science Career: 7 Expectations vs Reality; Machine Learning Is Not Like Your Brain Part 4: The Neuron’s Limited Ability to Represent Precise Values; Comprehensive Guide to the Normal Distribution - Step up your Python game with Fast Python for Data Science!, by Manning - Jun 28, 2022.
Fast Python for Data Science by Tiago Antao is a hands-on guide to writing Python code that can process more data, faster, and with less resources. - Essential Math for Data Science: Eigenvectors and Application to PCA, by Hadrien Jean - Jun 28, 2022.
In this article, you’ll learn about the eigendecomposition of a matrix. - 24 SQL Questions You Might See on Your Next Interview, by Nate Rosidi - Jun 28, 2022.
Preparing for the SQL job interview can be overwhelming enough. You don’t need someone telling you that you need to know everything on top of that! Be smart and focus on preparing the SQL questions that appear most often at the job interview. - Data Preparation with SQL Cheatsheet, by Stan Pugsley - Jun 27, 2022.
If your raw data is in a SQL-based data lake, why spend the time and money to export the data into a new platform for data prep? - How to Stay Current in Python, by Nisha Arya - Jun 27, 2022.
Staying current with Python will help maintain your hireability, get new opportunities, and continue to grow your knowledge. - Top Posts June 20-26: 20 Basic Linux Commands for Data Science Beginners, by KDnuggets - Jun 27, 2022.
Also: Decision Tree Algorithm, Explained; 15 Python Coding Interview Questions You Must Know For Data Science; Naïve Bayes Algorithm: Everything You Need to Know; KDnuggets Top Posts for May 2022: 9 Free Harvard Courses to Learn Data Science in 2022 - The Complete Collection of Data Science Interviews – Part 2, by Abid Ali Awan - Jun 27, 2022.
The second part covers the list of Data Management, Data Engineering, Machine Learning, Deep Learning, Natural Language Processing, MLOps, Cloud Computing, and AI Manager interview questions. - Market Data and News: A Time Series Analysis, by Parsa Ghaffari - Jun 24, 2022.
In this article we introduce a few tools and techniques for studying relationships between the stock market and the news. We explore time series processing, anomaly detection, and an event-based view of the news. We also generate intuitive charts to demonstrate some of these concepts, and share the code behind all of this in a notebook. - Why You Need To Learn More Than One Programming Language!, by Nisha Arya - Jun 24, 2022.
Will your skills get outdated if you survive on one programming language for your career? Read on to find out. - Comprehensive Guide to the Normal Distribution, by Nicole Janeway Bills - Jun 23, 2022.
Drop in for some tips on how this fundamental statistics concept can improve your data science. - 20 Basic Linux Commands for Data Science Beginners, by Abid Ali Awan - Jun 23, 2022.
Essential Linux commands to improve the data science workflow. It will give you the power to automate tasks, build pipelines, access file systems, and enhance development operations. - Speed up Machine Learning with Fast Kriging (FKR), by VMC Consulting - Jun 22, 2022.
Machine Learning has revolutionized the world, yet expensive computation costs on model trainings are often a large limitation, especially for large data sets or elevated precisions. VMC Consulting offers a new algorithm called Fast Kriging (FKR), which allows to train models with the high precision of Kriging at a speed 100+ times faster, without compromising precision, for any data set size. - Machine Learning Is Not Like Your Brain Part 4: The Neuron’s Limited Ability to Represent Precise Values, by Charles Simon - Jun 22, 2022.
In the fourth installment, we focus on a fundamental issue: it is difficult to represent numerical values in neurons and impractical to represent them with precision. - Data Science Career: 7 Expectations vs Reality, by Nate Rosidi - Jun 22, 2022.
Let’s get into some of the expectations of data scientists – and the reality they face. - KDnuggets News, June 22: Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy, by KDnuggets - Jun 22, 2022.
Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy; Top Data Science Podcasts for 2022; Prepare Your Data for Effective Tableau & Power BI Dashboards; Generate Synthetic Time-series Data with Open-source Tools - Introducing Objectiv: Open-source product analytics infrastructure, by Objectiv - Jun 21, 2022.
Collect validated user behavior data that’s ready to model on without prepwork. Take models built on one dataset and deploy & run them on another. - Essential Math for Data Science: Visual Introduction to Singular Value Decomposition, by Hadrien Jean - Jun 21, 2022.
This article will cover singular value decomposition (SVD), which is a major topic of linear algebra, data science, and machine learning. - Plotting and Data Visualization for Data Science, by Benjamin O. Tayo - Jun 21, 2022.
In this article, we examine various types of plots used in data science and machine learning. - KDnuggets Top Posts for May 2022: 9 Free Harvard Courses to Learn Data Science in 2022, by KDnuggets - Jun 21, 2022.
Also: The Complete Collection of Data Science Books - Part 2; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; The Complete Collection of Data Science Books - Part 1; Data Science Projects That Will Land You The Job in 2022; Software Developer vs Software Engineer - Tech visionaries to address accelerating machine learning, unifying AI platforms and more at the AI Hardware Summit & Edge AI Summit, by AI Hardware Summit - Jun 20, 2022.
Tech visionaries to address accelerating machine learning, unifying AI platforms and taking intelligence to the edge, at the fifth annual AI Hardware Summit & Edge AI Summit, Santa Clara. - Super Study Guide: A Free Algorithms and Data Structures eBook, by Nisha Arya - Jun 20, 2022.
Check out Super Study Guide: Algorithms and Data Structures, a free ebook covering foundations, data structures, graphs, and trees, sorting and searching. - Top Posts June 13-19: 14 Essential Git Commands for Data Scientists, by KDnuggets - Jun 20, 2022.
Also: Decision Tree Algorithm, Explained; 15 Python Coding Interview Questions You Must Know For Data Science; Naïve Bayes Algorithm: Everything You Need to Know; Primary Supervised Learning Algorithms Used in Machine Learning - The Complete Collection of Data Science Interviews – Part 1, by Abid Ali Awan - Jun 20, 2022.
The first part covers the list of Behavioral, Situational, Statistics, Python, R, SQL, Data Analytics, and Business Intelligence interview questions. - A Gentle Introduction to Natural Language Processing, by Neeraj Agarwal - Jun 17, 2022.
This gentle introduction to NLP covers the basics, and will help you move along to more advanced topics ASAP. - Primary Supervised Learning Algorithms Used in Machine Learning, by Kevin Vu - Jun 17, 2022.
In this tutorial, we are going to list some of the most common algorithms that are used in supervised learning along with a practical tutorial on such algorithms. - Prepare Your Data for Effective Tableau & Power BI Dashboards, by Valeria Perluzzo - Jun 16, 2022.
Although dashboards have become quite an integral part of performance tracking in organizations, implementing them can be tricky even for the most experienced analysts. This guide walks you through the steps that will allow you to create easily updatable, automated and scalable Power BI / Tableau dashboards. - Top 15 Books to Master Data Strategy, by Nicole Janeway Bills - Jun 16, 2022.
In this article, we outline 15 books on topics ranging from the technical to the non-technical, to help you improve your understanding of end-to-end best practices related to data. - Generate Synthetic Time-series Data with Open-source Tools, by Kendrick Boyd - Jun 15, 2022.
An introduction to the generative adversarial network model DoppelGANger, and how you can use a new open-source PyTorch implementation of it to create high-quality synthetic time-series data. - Top Data Science Podcasts for 2022, by Nisha Arya - Jun 15, 2022.
Here are some data science related podcasts to help you either grow your interest in the field, increase your current knowledge, or help you develop yourself. - KDnuggets News, June 15: 14 Essential Git Commands for Data Scientists; A Structured Approach To Building a Machine Learning Model, by KDnuggets - Jun 15, 2022.
14 Essential Git Commands for Data Scientists; A Structured Approach To Building a Machine Learning Model; How is Data Mining Different from Machine Learning?; Understanding Functions for Data Science; Top 18 Data Science Facebook Groups - The Definitive Guide to Solving the Phantom Read in MySQL, by Nahla Davies - Jun 14, 2022.
This article will cover how MySQL developers can troubleshoot the "write" skew that phantom reads can cause. - Python For Machine Learning: eBook Review, by Abid Ali Awan - Jun 14, 2022.
The guide to writing production-ready Python code for machine learning projects. - Top Posts June 6-12: 3 Ways Understanding Bayes Theorem Will Improve Your Data Science, by KDnuggets - Jun 13, 2022.
Also: Decision Tree Algorithm, Explained; 21 Cheat Sheets for Data Science Interviews; 15 Python Coding Interview Questions You Must Know For Data Science; Learn MLOps with This Free Course - Deep Learning Key Terms, Explained, by Matthew Mayo - Jun 13, 2022.
Gain a beginner's perspective on artificial neural networks and deep learning with this set of 14 straight-to-the-point related key concept definitions. - Mistakes That Newbie Data Scientists Should Avoid, by Nisha Arya - Jun 13, 2022.
Check out this list of common mistakes that data science newbies make, so you know what to avoid in your job search journey. - 14 Essential Git Commands for Data Scientists, by Abid Ali Awan - Jun 13, 2022.
Learn essential Git commands for versioning and collaborating on data science projects. - NLP, NLU, and NLG: What’s The Difference? A Comprehensive Guide, by Nahla Davies - Jun 10, 2022.
This article aims to quickly cover the similarities and differences between NLP, NLU, and NLG and talk about what the future for NLP holds. - A Structured Approach To Building a Machine Learning Model, by Vidhi Chugh - Jun 10, 2022.
This article gives you a glimpse of how to approach a machine learning project with a clear outline of an easy-to-implement 5-step process. - Scrape Images Easily from Websites in A No-Coding Way, by Octoparse - Jun 9, 2022.
In the upcoming 8.5.4 version of Octoparse, image download during the data scraping process will be supported. You won’t miss it! - Understanding Functions for Data Science, by Benjamin O. Tayo - Jun 9, 2022.
Most data science problems boil down to finding the mathematical function that describes the relationship between feature and target variables. - European AI Act: The Simplified Breakdown, by Nisha Arya - Jun 9, 2022.
The AI act aims to ensure excellence in the EU, provide the correct conditions for the development of AI and guarantee that AI systems are beneficial to people. - Every Engineer Should and Can Learn Machine Learning, by co:rise - Jun 8, 2022.
Read this interview with Sourabh Bajaj of co:rise, discussing the evolution of the ML role, how he designed the course to connect with today’s business needs, and how he thinks students can apply the covered topics at the end of each course! - How is Data Mining Different from Machine Learning?, by Sudeep Srivastava - Jun 8, 2022.
How about we take a closer look at data mining and machine learning so we know how to catch their different ends? - Top 18 Data Science Facebook Groups, by Abid Ali Awan - Jun 8, 2022.
Join the best data science groups on Facebook to share insights and experiences, ask for guidance, and build valuable connections. - KDnuggets News, June 8: 21 Cheat Sheets for Data Science Interviews; Top 18 Data Science Group on LinkedIn, by KDnuggets - Jun 8, 2022.
21 Cheat Sheets for Data Science Interviews; Top 18 Data Science Group on LinkedIn; A Beginner's Guide to Q Learning; 3 Ways Understanding Bayes Theorem Will Improve Your Data Science; Machine Learning Is Not Like Your Brain Part 3: Fundamental Architecture - Discover What It Takes to Scale Innovation & Data Science, by Domino - Jun 7, 2022.
Join us for a special virtual event, The Recipe for Breakthrough Innovations, to discover new ways to unleash data science. Register for free today for our upcoming event on June 22nd to inspire your next breakthrough innovation. - 3 Ways Understanding Bayes Theorem Will Improve Your Data Science, by Nicole Janeway Bills - Jun 7, 2022.
Mastery of this intuitive statistical concept will advance your credibility as a decision-maker. - Top Posts May 30 – June 5: 21 Cheat Sheets for Data Science Interviews, by KDnuggets - Jun 7, 2022.
Also: Decision Tree Algorithm, Explained; How to Become a Machine Learning Engineer; The Complete Collection of Data Science Books – Part 2; 15 Python Coding Interview Questions You Must Know For Data Science - Data Science is Overrated, Here’s Why, by Natassha Selvaraj - Jun 7, 2022.
Think twice before jumping on the data science bandwagon. - Genetic Algorithm Key Terms, Explained, by Matthew Mayo - Jun 6, 2022.
This article presents simple definitions for 12 genetic algorithm key terms, in order to help better introduce the concepts to newcomers. - Python: The programming language of machine learning, by Machine Learning Mastery - Jun 6, 2022.
You can't avoid learning Python if you work on machine learning problems. You need to know what other people's code means and you need to convey your ideas to them too. - Must-haves on Your Data Science Resume, by Nisha Arya - Jun 6, 2022.
Recruiters look at a resume for 7.4 seconds before making a decision on the candidate. So that means you have basically less than 10 seconds to make a good impression. 10 seconds is not a lot of time; especially when you really want this job. - Learn MLOps with This Free Course, by Abid Ali Awan - Jun 6, 2022.
Learn to train and track your experiments, create ML pipelines, model deployment, monitor the performance in production, and adopt best practices from DevOps. - How Activation Functions Work in Deep Learning, by Parthiban Marimuthu - Jun 3, 2022.
Check out a this article for a better understanding of activation functions. - A Beginner’s Guide to Q Learning, by Nisha Arya - Jun 3, 2022.
Learn the basics of Q-learning in this article, a model-free reinforcement learning algorithm. - Five Signs of an Effective Data Science Manager, by Vidhi Chugh - Jun 3, 2022.
In this article, we will go beyond the theoretical realm of what a data science manager does and focus more on how to become an “effective” data science manager. - Discover a pioneering career in AI, by University of Bath - Jun 2, 2022.
This Artificial Intelligence online MSc from The University of Bath will equip you for a rewarding career in this future-focused specialism. Our online MSc spotlights the application of progressive AI in practice, challenging professionals from a variety of career backgrounds to push the frontiers of computer intelligence. - Machine Learning Is Not Like Your Brain Part 3: Fundamental Architecture, by Charles Simon - Jun 2, 2022.
Part three of this series examines the fundamental architecture underlying machine learning and the brain. - Top Industries and Employers Hiring Data Scientists in 2022, by Nisha Arya - Jun 2, 2022.
This article presents the top industries and companies that are currently actively hiring data scientists. - KDnuggets News, June 1: The Complete Collection of Data Science Books; Projects That Will Land You The Job in 2022, by KDnuggets - Jun 1, 2022.
The Complete Collection of Data Science Books - Part 2; Data Science Projects That Will Land You The Job in 2022; How to Become a Machine Learning Engineer; Dynamic Time Warping Algorithm in Time Series, Explained; Free Data Engineering Courses - KDnuggets Top Posts for April 2022: 15 Python Coding Interview Questions You Must Know For Data Science, by KDnuggets - Jun 1, 2022.
Also: Python Libraries Data Scientists Should Know in 2022; The Complete Collection Of Data Repositories - Part 1; Top YouTube Channels for Learning Data Science; 7 Steps to Mastering SQL for Data Science; A Brief Introduction to Papers With Code - 21 Cheat Sheets for Data Science Interviews, by Nate Rosidi - Jun 1, 2022.
This article has researched and presents the best data science cheat sheets from around the internet, so you don’t have to do it yourself. - Top 18 Data Science Groups on LinkedIn, by Abid Ali Awan - Jun 1, 2022.
Join the best data science professional groups on LinkedIn to share insights and experiences, ask for guidance, and build valuable connections. - Metadata Store for Production ML!, by Layer - May 31, 2022.
Add Layer to your existing ML code and quickly get a rich model and data registry with experiment tracking! - 6 Things You Need To Know About Data Management And Why It Matters For Computer Vision, by Murtaza Khomusi - May 31, 2022.
This article will explore a few areas that we feel are essential when assessing data management solutions for computer vision. - Top Posts May 23-29: The Complete Collection of Data Science Books – Part 2, by KDnuggets - May 30, 2022.
Also: Decision Tree Algorithm, Explained; Data Science Projects That Will Land You The Job in 2022; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; Naïve Bayes Algorithm: Everything You Need to Know - Database Key Terms, Explained, by Matthew Mayo - May 30, 2022.
Interested in a survey of important database concepts and terminology? This post concisely defines 16 essential database key terms. - How to Become a Machine Learning Engineer, by Nisha Arya - May 30, 2022.
A machine learning engineer is a programmer proficient in building and designing software to automate predictive models. They have a deeper focus on computer science, compared to data scientists. - Free Data Engineering Courses, by Abid Ali Awan - May 30, 2022.
Get into the highly in-demand world of data engineering for free and earn 6 figures salary. - Predicting Cryptocurrency Prices Using Regression Models, by Eleonora Shantsila - May 27, 2022.
In this article, we explore how to get started with the prediction of cryptocurrency prices using multiple linear regression. The factors investigated include predictions on various time intervals as well as the use of various features in the models such as opening price, high price, low price and volume. - Weak Supervision Modeling, Explained, by Frederic Sala - May 27, 2022.
This article dives into weak supervision modeling and truly understanding the label model. - The Definitive Guide To Switching Your Career Into Data Science, by Nahla Davies - May 27, 2022.
Colossal amounts of data need to be dealt with by specialists. It’s no wonder then that the job prospects in this industry are expected to rise much faster than in other occupations. - Top Posts May 16-22: The 6 Python Machine Learning Tools Every Data Scientist Should Know About - May 26, 2022.
Also: Decision Tree Algorithm, Explained; 15 Python Coding Interview Questions You Must Know For Data Science; The Complete Collection of Data Science Books – Part 1; Naïve Bayes Algorithm: Everything You Need to Know - Free Workshop on AI Quality, Back By Popular Demand, by TruEra - May 26, 2022.
AI Quality: Driving ML Performance and Trustworthiness is a free course taught live by five experts from leading universities, including a professor from Carnegie Mellon University and Stanford University. Register today as space is limited! - Data Science Projects That Will Land You The Job in 2022, by Natassha Selvaraj - May 26, 2022.
Project ideas and portfolio tips from a self-taught data scientist. - Dynamic Time Warping Algorithm in Time Series, Explained, by Nagesh Singh Chauhan - May 26, 2022.
The article contains an explanation of the Dynamic Time Warping algorithm. - The Complete Collection of Data Science Books – Part 2, by Abid Ali Awan - May 26, 2022.
Read the best books on Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, MLOps, Robotics, IoT, AI Products Management, and Data Science for Executives. - Descriptive Statistics Key Terms, Explained, by Matthew Mayo - May 25, 2022.
This is a collection of 15 basic descriptive statistics key terms, explained in easy to understand language, along with an example and some Python code for computing simple descriptive statistics. - Understanding Agent Environment in AI, by Neeraj Agarwal - May 25, 2022.
The role of the agent is always very important in artificial intelligence, machine learning, and deep learning. Learn more about agents here. - Data Science, Statistics and Machine Learning Dictionary, by Nisha Arya - May 25, 2022.
Check out this curated list of the most used data science terminology and get a leg up on your learning. - KDnuggets News, May 25: The 6 Python Machine Learning Tools Every Data Scientist Should Know About; The Complete Collection of Data Science Books, by KDnuggets - May 25, 2022.
The 6 Python Machine Learning Tools Every Data Scientist Should Know About; The Complete Collection of Data Science Books - Part 1; Finding the Best IDE Software; 5 Ways to Double Your Income with Data Science; Operationalizing Machine Learning from PoC to Production - 7 Unique Skills That Set Data Scientists Apart From Other Professions, by Nate Rosidi - May 24, 2022.
To be a data scientist, and especially to be a good one, you need these seven skills to do your job and stand out. These seven skills also transfer really well to other professions. - Machine Learning Is Not Like Your Brain Part Two: Perceptrons vs Neurons, by Charles Simon - May 24, 2022.
An ML system requiring thousands of tagged samples is fundamentally different from the mind of a child, which can learn from just a few experiences of untagged data. - 3 Reasons Why Teamwork is an Essential Skill in Data Science, by Benjamin O. Tayo - May 24, 2022.
This article will discuss 3 important reasons why teamwork is so crucial in real-world data science projects. - Top Jobs and Salaries in Data Science in 2022, by Nisha Arya - May 23, 2022.
If you are looking to get into the field, you are probably looking for something that you are interested in, but also know that you have a nicely compensated salary. Read more here. - Pydon’ts – Write elegant Python code: Free Book Review, by Abid Ali Awan - May 23, 2022.
The book consists of 200 actionable Python insights with a detailed explanation of how to write elegant, compelling, and expressive code. - Operationalizing Machine Learning from PoC to Production, by Alakh Sharma - May 20, 2022.
Most companies haven’t seen ROI from machine learning since the benefit is only realized when the models are in production. Here’s how to make sure your ML project works.
