Fri.May 21, 2021

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Complete Guide to Expectation-Maximization Algorithm

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In most of the real-life problem statements of Machine learning, The post Complete Guide to Expectation-Maximization Algorithm appeared first on Analytics Vidhya.

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Data Analytics Assures Quality Assurance with Software Development Outsourcing

Smart Data Collective

The software development industry is growing at a healthy pace. It is estimated to be worth $429.6 billion this year. That figure is projected to grow over 11% a year and will be worth over $911 billion in 2028. A lot of different factors are contributing to the changes that are being observed in the software development market. New advances in data analytics and a wealth of outsourcing opportunities have contributed.

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Traditional vs Deep Learning Classification Models | An Empirical Study!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon 1. Introduction In this work, we present the relationship of model. The post Traditional vs Deep Learning Classification Models | An Empirical Study! appeared first on Analytics Vidhya.

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Investing in Big Data and AI for Post-COVID-19 Success

Smart Data Collective

AI is becoming a lot more important than ever. Companies are expected to spend nearly $310 billion on AI solutions by 2026. There are a lot of reasons AI is going to be beneficial for companies in the coming months. It will help a number of organizations get through the frustrating growing pains the economy will face as it emerges from the pandemic.

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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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How to mine Bitcoin using Python? ( Part – I )

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Bitcoin is the latest trend in the cryptocurrency world which. The post How to mine Bitcoin using Python? ( Part – I ) appeared first on Analytics Vidhya.

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Coffee With Cloudera Partners: AWS

Cloudera

Enterprises are adopting a hybrid cloud approach. While more Cloudera customers want to move apps and data to the cloud, they also want to continue using their data centers for security and governance. By having both on-premises and cloud environments, organizations increase their agility, and hybrid model is gaining momentum. A hybrid approach benefits many organizations as it allows them to make best use of on-premises infrastructure while taking advantage of additional compute capacity and l

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Shoot and Score With NBA Fantasy Predictive Modeling in Dataiku

Dataiku

In this series, we explore constructing a fantasy sports roster as an example use case of an organization having to optimally allocate resources. Here in part one, we introduce the topic of optimization in enterprise contexts and begin building an end-to-end solution with data exploration and predictive analytics in Dataiku. In part two, we will dive into solving the optimization problem using our predictions and constraints.

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Geospatial Analysis | Getting Started With Folium In Python!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Often we come across some situations, where the data is. The post Geospatial Analysis | Getting Started With Folium In Python! appeared first on Analytics Vidhya.

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The Future of Application Modernization

CDW Research Hub

Application modernization is the process of improving legacy applications or building entirely new ones, to enable your business to better serve customer needs, explore innovative initiatives, or gain a competitive edge. Having a strategy for modernizing your applications can help you optimize existing investments, reduce maintenance costs, and prepare you for introducing cloud-native technologies.

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Importance of Cross Validation: Are Evaluation Metrics enough?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Model Building in Machine Learning is an important component of. The post Importance of Cross Validation: Are Evaluation Metrics enough? appeared first on Analytics Vidhya.

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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.

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The Trickle-Down Effect of Manual Processes for Finance Teams

Jet Global

In the recently released insightsoftware 2021 Finance Team Trends report , survey respondents from North America and EMEA revealed some of the top challenges facing finance teams: Lack of time to spend on analysis. Adoption of new technologies. Data limitations or inaccuracies. Reporting with disparate systems. There is a common theme among all these challenges, an underlying obstacle to success for the Office of Finance.

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A brief introduction to building interactive ML WebApps With Streamlit

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Objectives The article focuses on building beautiful and interactive ML web. The post A brief introduction to building interactive ML WebApps With Streamlit appeared first on Analytics Vidhya.

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Detecting and Treating Outliers | Treating the odd one out!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Wow, these are lovely! Wait, where does this yellow Tulip come. The post Detecting and Treating Outliers | Treating the odd one out! appeared first on Analytics Vidhya.

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Machine Learning Life-cycle Explained!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This blog mainly tells the story of the Machine Learning. The post Machine Learning Life-cycle Explained! appeared first on Analytics Vidhya.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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4 Ways to Evaluate your Machine Learning Model: Cross-Validation Techniques (with Python code)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Whenever we build any machine learning model, we feed it. The post 4 Ways to Evaluate your Machine Learning Model: Cross-Validation Techniques (with Python code) appeared first on Analytics Vidhya.

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Data Scraping using BeautifulSoup

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In today’s world, the internet has become the world’s biggest. The post Data Scraping using BeautifulSoup appeared first on Analytics Vidhya.

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Complete guide to make Co-WIN Vaccine Registration Alert Bot

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Vaccination is now open for people of age above 18. The post Complete guide to make Co-WIN Vaccine Registration Alert Bot appeared first on Analytics Vidhya.

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Complete Guide to Regularization Techniques in Machine Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction One of the most common problems every Data Science practitioner. The post Complete Guide to Regularization Techniques in Machine Learning appeared first on Analytics Vidhya.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Spatial Interpolation With and Without Predictor(s)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon After my last article about spatial correlation, this time I am. The post Spatial Interpolation With and Without Predictor(s) appeared first on Analytics Vidhya.