Saving and loading models in TensorFlow why it is important and how to do it

So much time and effort can go into training your machine learning models. But, shut down the notebook or system, and all those trained weights and more vanish with the memory flush. Saving your models to maximize reusability is key for efficient productivity. Originally from KDnuggets https://ift.tt/3awB5hW source https://365datascience.weebly.com/the-best-data-science-blog-2020/saving-and-loading-models-in-tensorflow-why-it-is-important-and-how-to-do-it

KDnuggets News 21:n05 Feb 3: How to Get a Job as a Data Scientist; Popular Machine Learning Interview Questions part 2

Learn how to get a job as Data Scientist; it will help if you study popular machine learning interview questions; Beyond the Nash Equilibrium: DeepMind Clever Strategy to Solve Asymmetric Games; Understanding Bayes Theorem; and more. Originally from KDnuggets https://ift.tt/39GSZiA source https://365datascience.weebly.com/the-best-data-science-blog-2020/kdnuggets-news-21n05-feb-3-how-to-get-a-job-as-a-data-scientist-popular-machine-learning-interview-questions-part-2

Adversarial generation of extreme samples

In order to mitigate risks when modelling extreme events, it is vital to be able to generate a wide range of extreme, and realistic, scenarios. Researchers from the National University of Singapore and IIT Bombay have developed an approach to do just that. Originally from KDnuggets https://ift.tt/3aspfoT source https://365datascience.weebly.com/the-best-data-science-blog-2020/adversarial-generation-of-extreme-samples

Machine Learning- Setting Trends in Science & Technology

A learning machine is any device whose actions are influenced by the past experience — Nils John Nilsson evolution Machine learning is a term incepted by Arthur Samuel in computer learning. It is a technique by which any computer can identify patterns, trends and can store them for its future decisions in similar situations. Machine learning is mostlyContinue reading “Machine Learning- Setting Trends in Science & Technology”

Artificial Intelligence- advances and impact

Artificial Intelligence- Advances and impact It can be the greatest boon for mankind and have potential risks too Artificial Intelligence Artificial intelligence is imparting human-like intelligence in machines. With latest advancements in technology, humans have succeeded in imparting a considerable level of knowledge and decision making ability into the machines. These machines are deployed to replace humansContinue reading “Artificial Intelligence- advances and impact”

What is big data? And how does it power todays insights?

By: Sofia Sayyah We hear the term “big data” all the time. We live in the “era of big data,” companies are learning to “utilize big data,” you can “improve your business model with big data,” yada yada yada. But what is big data? Besides a buzzword, that is. What is big data? The phrase “big data” canContinue reading “What is big data? And how does it power todays insights?”

Does Data Science Make You Happy?

Maybe you are embarking on a new learning journey into the world of data and its analysis, or you already launched your career in the field. But, how can you make sure that data science is your calling? Indeed, if you feel good in your job, then you are likely on the right path. OriginallyContinue reading “Does Data Science Make You Happy?”

Vision Transformers: Natural Language Processing (NLP) Increases Efficiency and Model Generality

Why do we hear so little about transformer models applied to computer vision tasks? What about attention in computer vision networks? Originally from KDnuggets https://ift.tt/2MqNHz4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/vision-transformers-natural-language-processing-nlp-increases-efficiency-and-model-generality6024850

Top Stories Jan 25-31: Want to Be a Data Scientist? Dont Start With Machine Learning; The Ultimate Scikit-Learn Machine Learning Cheatsheet

Also: How I Got 4 Data Science Offers and Doubled my Income 2 Months After Being Laid Off; How to Get a Job as a Data Scientist; Data Engineering — the Cousin of Data Science, is Troublesome; What to Learn to Become a Data Scientist in 2021 Originally from KDnuggets https://ift.tt/39E7bsH source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-stories-jan-25-31-want-to-be-a-data-scientist-dont-start-with-machine-learning-the-ultimate-scikit-learn-machine-learning-cheatsheet

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