365Data Science

How I Levelled Up My Data Science Skills In 8 Months

Read how the author used their time to level up a variety of their data science skills over a short period of time, and learn how you could do the same. Originally from KDnuggets https://ift.tt/3daYC97 source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-i-levelled-up-my-data-science-skills-in-8-months

Strategies of Docker Images Optimization

Large Docker images lengthen the time it takes to build and share images between clusters and cloud providers. When creating applications, it’s therefore worth optimizing Docker Images and Dockerfiles to help teams share smaller images, improve performance, and debug problems. Originally from KDnuggets https://ift.tt/36IG6U7 source https://365datascience.weebly.com/the-best-data-science-blog-2020/strategies-of-docker-images-optimization

An Implementation of Semi-Supervised Learning

A self-training algorithm to perform sentiment analysis on IMDB review dataset. Photo by Jon Tyson on Unsplash Machine learning can be divided into several categories, where the most popular is supervised and unsupervised learning. Both methods are the two which are very commonly used in the field of data science. Supervised learning algorithms are used when allContinue reading “An Implementation of Semi-Supervised Learning”

Should we use Machine Learning or Deep Learning?

“Deep learning is a particular kind of machine learning that achieves great power and flexibility by learning to represent the world as a nested hierarchy of concepts, with each concept defined in relation to simpler concepts, and more abstract representations computed in terms of less abstract ones.” This is a very important question for many newcomersContinue reading “Should we use Machine Learning or Deep Learning?”

6 Lessons Learned in 6 Months as a Data Scientist

When transitioning into a Data Science career, a new mindset toward collaboration, data, and reporting is required. Learn from these recommendations on approaches you should consider to successfully develop into your dream job. Originally from KDnuggets https://ift.tt/2SC9nHX source https://365datascience.weebly.com/the-best-data-science-blog-2020/6-lessons-learned-in-6-months-as-a-data-scientist

How LinkedIn Uses Machine Learning in its Recruiter Recommendation Systems

LinkedIn uses some very innovative machine learning techniques to optimize candidate recommendations. Originally from KDnuggets https://ift.tt/3nr10gy source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-linkedin-uses-machine-learning-in-its-recruiter-recommendation-systems

Top KDnuggets tweets Sep 30 Oct 06: How to Explain Each Machine Learning Model at an Interview

Also: The Definitive Data Scientist Environment Setup; Algorithm discovers how six simple molecules could evolve into life’s building blocks; A Concise Course in Statistical Inference: The #Free eBook; Are your coding skills good enough for a Data Science job? Originally from KDnuggets https://ift.tt/2IaoRRH source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-kdnuggets-tweets-sep-30-oct-06-how-to-explain-each-machine-learning-model-at-an-interview

Free Introductory Machine Learning Course From Amazon

Amazon’s Machine Learning University offers an introductory course titled Accelerated Machine Learning, which is a good starting place for those looking for a foundation in generalized practical ML. Originally from KDnuggets https://ift.tt/3jGa52C source https://365datascience.weebly.com/the-best-data-science-blog-2020/free-introductory-machine-learning-course-from-amazon

Signal ProcessingEngine Sound Detection

Signal Processing — Engine Sound Detection Detecting the engine-brand from a Formula 1 car by its sound using Neural Networks Formula 1 is not everybody’s cup of tea. Whereas some celebrate risky takeover maneuvers, others only see dangerous driving in spaceship-looking vehicles. One particularly divisive aspect of the sport is the incredibly loud and distinct noise made byContinue reading “Signal ProcessingEngine Sound Detection”

Develop Your First Neural Network

Introduction to Neural Networks for Beginners Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/develop-your-first-neural-network-d32e7d817866?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/develop-your-first-neural-network