Build a Data Science Portfolio that Stands Out Using These Platforms - Jan 19, 2021.
Making your big break into the data science profession means standing out to potential employers in a crowd of tough competition. An important way to showcase your skills and experience is through the presentation of a portfolio. Following these recommendations for developing your portfolio will help you network effectively and stay on top of an ever-changing field.
Career Advice, Data Science, GitHub, Kaggle, LinkedIn, Portfolio
- Getting A Data Science Job is Harder Than Ever – How to turn that to your advantage - Oct 27, 2020.
Although many aspiring Data Scientists are finding it is becoming more difficult to land a job than it was in previous years, understanding what has changed in the hiring landscape can be used to to your advantage in matching with the best organization for your goals and interests.
Career Advice, Data Science, Jobs, LinkedIn
How LinkedIn Uses Machine Learning in its Recruiter Recommendation Systems - Oct 8, 2020.
LinkedIn uses some very innovative machine learning techniques to optimize candidate recommendations.
LinkedIn, Machine Learning, Recommendation Engine, Recommender Systems, Recruitment
- LinkedIn’s Pro-ML Architecture Summarizes Best Practices for Building Machine Learning at Scale - Sep 23, 2020.
The reference architecture is powering mission critical machine learning workflows within LinkedIn.
Best Practices, LinkedIn, Machine Learning, Scalability
- Autotuning for Multi-Objective Optimization on LinkedIn’s Feed Ranking - Aug 19, 2020.
In this post, the authors share their experience coming up with an automated system to tune one of the main parameters in their machine learning model that recommends content on LinkedIn’s Feed, which is just one piece of the community-focused architecture.
Automated Machine Learning, AutoML, LinkedIn, Machine Learning, Optimization
The List of Top 10 Lists in Data Science - Aug 14, 2020.
The list of Top 10 lists that Data Scientists -- from enthusiasts to those who want to jump start a career -- must know to smoothly navigate a path through this field.
Algorithms, Data Science, Data Science Skills, Datasets, Influencers, LinkedIn, Python, Top 10
- LinkedIn Open Sources a Small Component to Simplify the TensorFlow-Spark Interoperability - May 25, 2020.
Spark-TFRecord enables the processing of TensorFlow’s TFRecord structures in Apache Spark.
LinkedIn, Open Source, Spark, TensorFlow
- The Architecture Used at LinkedIn to Improve Feature Management in Machine Learning Models - May 11, 2020.
The new typed feature schema streamlined the reusability of features across thousands of machine learning models.
Feature Engineering, Feature Selection, LinkedIn, Machine Learning
Research into 1,001 Data Scientist LinkedIn Profiles, the latest - Mar 31, 2020.
What makes a data scientist today? Consider this review of data collected from three years worth of data scientist LinkedIn profiles to gain insight into how this important new career path is shaping up.
Career, Data Scientist, Education, Industry, LinkedIn
The Complete Data Science LinkedIn Profile Guide - Nov 11, 2019.
With so many Data Scientists showing up on LinkedIn, it's time to make sure your profile is top-notch because your talent is still highly sought after. Recruitment specialists want to find you fast, and this guide will help you create the best profile to feature your expertise.
Career, Career Advice, Data Science Skills, Data Scientist, LinkedIn, Recruitment
- How LinkedIn, Uber, Lyft, Airbnb and Netflix are Solving Data Management and Discovery for Machine Learning Solutions - Aug 22, 2019.
As machine learning evolves, the need for tools and platforms that automate the lifecycle management of training and testing datasets is becoming increasingly important. Fast growing technology companies like Uber or LinkedIn have been forced to build their own in-house data lifecycle management solutions to power different groups of machine learning models.
AirBnB, Data Management, LinkedIn, Machine Learning, Netflix, Uber
The Most in Demand Skills for Data Scientists - Nov 2, 2018.
Data scientists are expected to know a lot — machine learning, computer science, statistics, mathematics, data visualization, communication, and deep learning. How should data scientists who want to be in demand by employers spend their learning budget?
Career, Data Science, Data Science Skills, LinkedIn, Python vs R
How many data scientists are there and is there a shortage? - Sep 18, 2018.
We examine the famous McKinsey prediction from 2011 and look into whether there a shortage of people with analytical expertise and estimate how many Data Scientists are there.
Data Scientist, Glassdoor, indeed, Jobs, Kaggle, LinkedIn, McKinsey
- What is Web Scraping and Why You Should Learn It? - Sep 10, 2018.
Introducing Octoparse - a sleek, powerful and easy-to-use software that makes web scraping from any websites achievable for most people, including non-coders.
Glassdoor, Industry, LinkedIn, Octoparse, Web Scraping
DIY Deep Learning Projects - Jun 8, 2018.
Inspired by the great work of Akshay Bahadur in this article you will see some projects applying Computer Vision and Deep Learning, with implementations and details so you can reproduce them on your computer.
Computer Vision, Data Science, Deep Learning, LinkedIn, Neural Networks, OpenCV, Python
The Art of Learning Data Science - Jan 9, 2018.
A beginner’s account of getting into comfort zone of learning Data Science.
Coursera, Data Science, Data Science Education, Kaggle, LinkedIn, MOOC
- Machine Learning Engineer, Data Scientist – top US emerging jobs - Dec 27, 2017.
Machine Learning Engineer jobs grew almost 10 fold since 2012, and Data Scientist jobs grew 6.5 times. However, finding qualified people to fill such jobs remains difficult.
Career, Data Scientist, Jobs, LinkedIn, Machine Learning Engineer, USA
Can I Become a Data Scientist: Research into 1,001 Data Scientist Profiles - Dec 26, 2017.
Results from a survey include: the average data scientist is a male, with median experience on the job is 2 years. He uses R, Python, and SQL. Read for more details.
Career, Data Scientist, India, Industry, LinkedIn, UK
How LinkedIn Makes Personalized Recommendations via Photon-ML Machine Learning tool - Oct 16, 2017.
In this article we focus on the personalization aspect of model building and explain the modeling principle as well as how to implement Photon-ML so that it can scale to hundreds of millions of users.
Deepak Agarwal, LinkedIn, Machine Learning, Recommendation, Recommender Systems
Top 10 Active Big Data, Data Science, Machine Learning Influencers on LinkedIn, Updated - Sep 26, 2017.
Looking for advice? Guidance? Stories? We’ve put a list of the top ten LinkedIn influencers of the last three months, follow them and stay up-to-date with the latest news in Big Data, Data Science, Analytics, Machine Learning and AI.
About Gregory Piatetsky, Bernard Marr, Big Data, Carla Gentry, Data Science, DJ Patil, Influencers, Kirk D. Borne, LinkedIn, Machine Learning, Tom Davenport, Trends
- LinkedIn Knowledge Graph – KDnuggets Interview - Oct 18, 2016.
We interview LinkedIn about their recently published LinkedIn Knowledge Graph which connects their many millions of members, jobs, companies, and more.
Data Scientist, Deepak Agarwal, Knowledge Graph, LinkedIn
- Top 16 Active Big Data, Data Science Leaders on LinkedIn - Sep 23, 2016.
Who are the most active Big Data, Data Science Influencers and Leaders on LinkedIn? We analyze the data and bring you the list of key people to follow.
About Gregory Piatetsky, Bernard Marr, Big Data, Big Data Influencers, Carla Gentry, Data Science, DJ Patil, Influencers, LinkedIn, Tom Davenport
- What is Your Data Worth? On LinkedIn, Microsoft, and the Value of User Data - Jun 20, 2016.
The recent announcement of Microsoft’s acquisition of LinkedIn has raised many questions about how Microsoft will monetize this data. We examine LinkedIn value per user and compare to Google, Facebook, Yahoo, and Twitter.
Business Value, Facebook, Google, LinkedIn, Microsoft, Yahoo
- Meet the 11 Big Data & Data Science Leaders on LinkedIn - May 6, 2016.
In this post, we present a list of popular data science leaders on LinkedIn. Follow these leaders who will keep you in touch with the latest Data Science happenings!
About Gregory Piatetsky, Bernard Marr, Big Data, Data Scientist, DJ Patil, Hilary Mason, Influencers, LinkedIn, Tom Davenport
- Top LinkedIn Groups for Analytics, Big Data, Data Mining, and Data Science – Discussions up, Engagement down - May 4, 2015.
While discussions are growing, the comments and engagements are falling, especially since 2012. We cluster groups into 4 quadrants by activity level and identify most active and engaged groups. Open groups are twice as active as closed.
About KDnuggets, LinkedIn, LinkedIn Groups
- R and Hadoop make Machine Learning Possible for Everyone - Nov 16, 2014.
R and Hadoop make machine learning approachable enough for inexperienced users to begin analyzing and visualizing interesting data to start down the path in this lucrative field.
Data Science Skills, Hadoop, Hadoop 2.0, Joel Horwitz, LinkedIn, Machine Learning, R
- How Many Data Scientists are out there? - Mar 13, 2014.
We examine indeed, LinkedIn, Kaggle, and other sources to investigate how many data scientists - in name and in function - are out there, and how strong is the demand.
Data Scientist, indeed, Kaggle, LinkedIn, McKinsey
