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Tim Matteson liked saurav singla's blog post For what reason Probability Important to Machine Learning?
Aug 6
saurav singla's blog post was featured

For what reason Probability Important to Machine Learning?

Machine learning is tied in with creating predictive models from uncertain data. Uncertainty implies working with imperfect or fragmented information.In any case, we can oversee uncertainty utilizing the tools of probability.The main sources of uncertainty in machine learning are noisy data, inadequate coverage of the problem domain and faulty models.Are Your Curves…See More
Aug 6
saurav singla's blog post was featured

Introduction to Dropout to regularize Deep Neural Network

Dropout means to drop out units which are covered up and noticeable in a neural network. Dropout is a staggeringly in vogue method to overcome overfitting in neural networks.Deep Learning framework is now getting further and more profound. With these bigger networks, we can accomplish better prediction exactness. However, this was not the case a few years ago. Deep Learning was having overfitting issue. At that point, around the year 2012, the idea of Dropout by Hinton in their paper by…See More
Jul 30
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Jul 29
saurav singla updated their profile
Jul 27

Profile Information

Company:
JBSA
Job Title:
Senior Data Scientist
Seniority:
Manager
Job Function:
AI/ML Models
Number of employees:
1 to 49
Industry:
Technology
Short Bio:
Accomplished and high performing Analytical professional with 15 years deep expertise in the application of analytics, business intelligence, data mining and statistics in multiple industries and 3 years of consulting experience and 5 years of managing a team in the data science field. Creative problem solver with a unique mix of technical, business and research proficiency that lends itself to developing key strategies and solutions with significant impact on revenue and ROI. Working experience in machine learning, statistics, natural language processing and deep learning with extensive use of Python, R, SQL & Tableau.
LinkedIn Profile:
http://www.linkedin.com/in/saurav-singla-5b412320
Interests:
Contributing, Networking, Finding a new position, New venture

Saurav singla's Blog

For what reason Probability Important to Machine Learning?

Posted on August 6, 2020 at 1:30am 0 Comments

Machine learning is tied in with creating predictive models from uncertain data. Uncertainty implies working with imperfect or fragmented information.

In any case, we can oversee uncertainty utilizing the tools of probability.…

Continue

Introduction to Dropout to regularize Deep Neural Network

Posted on July 28, 2020 at 12:12am 0 Comments

Dropout means to drop out units which are covered up and noticeable in a neural network. Dropout is a staggeringly in vogue method to overcome overfitting in neural networks.

Deep Learning framework is now getting further and more profound. With these bigger networks, we can accomplish better prediction exactness. However, this was not the case a few years ago. Deep…

Continue

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