Mon.Feb 21, 2022

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A Comprehensive Guide on Hyperparameter Tuning and its Techniques

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Image designed by the author – Shanthababu Introduction Every ML Engineer and Data Scientist must understand the significance of “Hyperparameter Tuning (HPs-T)” while selecting your right machine/deep learning model and improving the performance of the model(s). Make it simple, for every […].

IT 331
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The Complete Collection of Data Science Cheat Sheets – Part 2

KDnuggets

A collection of cheat sheets that will help you prepare for a technical interview on Data Structures & Algorithms, Machine learning, Deep Learning, Natural Language Processing, Data Engineering, Web Frameworks.

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Building ML Model in AWS Sagemaker

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Image: [link] Introduction Artificial Intelligence & Machine learning is the most exciting and disruptive area in the current era. AI/ML has become an integral part of research and innovations. The main objective of the AI system is to solve real-world problems where […].

Modeling 332
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The Challenges of Being a Data Scientist

KDnuggets

According to a Stack Overflow survey, 13.2% of the data scientists are looking for a new job, as they are not satisfied in their current role. So why is this happening? What are the challenges Data Scientists are facing?

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Sentiment Analysis of IMDB Reviews with NLP

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source – Insofe […]. The post Sentiment Analysis of IMDB Reviews with NLP appeared first on Analytics Vidhya.

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Top Posts Feb 14-20: Decision Tree Algorithm, Explained

KDnuggets

Also: Free MIT Courses on Calculus: The Key to Understanding Deep Learning; How to Learn Math for Machine Learning; Is Data Science a Dying Career?; Top Programming Languages and Their Uses.

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The Challenges of Creating Features for Machine Learning

KDnuggets

What are the challenges of creating features for machine learning and how can we mitigate them.

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Migrating Data to the Cloud: 4 Critical Success Factors

Octopai

Out with the old, in with the new. That means you should leave that old legacy system in the dust and migrate to a brand-spanking-new cloud-based data system as soon as possible, right? Well, maybe. There’s no denying the immense benefits that cloud computing can bring to data management: easier scalability, reduced cost of IT operations, improved performance… the list goes on.

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Which Harry Potter character is your data?

Data Insight

Being data experts we take data pretty seriously. After all, it’s everywhere, exists in a multitude of forms and nowadays is what makes the world go round. But we don’t take ourselves too seriously and every now and then we like to have a little fun with data.

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Picking the Right Notebook for Your Data Science Team

DataRobot Blog

The bar for AI keeps rising. Seventy-six percent of companies prioritize AI and machine learning (ML) over other IT initiatives, according to Algorithmia’s 2021 enterprise trends in machine learning report. With growing pressure on data scientists, every organization needs to ensure that their teams are empowered with the right tools. At the same time, the toolkit needs to meet enterprise needs and regulatory requirements.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.