Dataiku

SEPTEMBER 20, 2021

According to the O’Reilly book “Machine Learning Logistics” by Ted Dunning and Ellen Friedman, “90% of the effort in successful machine learning is not about the algorithm or the model or the learning. It’s about logistics.” Many of these logistics fall within the confines of machine learning model management which, without a crystal-clear process in place for, is bound to cause errors (or worse, failures) within a given project.

Machine Learning 131

Machine Learning Modeling Management IT 131

Analytics Vidhya

SEPTEMBER 20, 2021

This article was published as a part of the Data Science Blogathon Introduction: Hello Readers, hope all of you are doing great. In this article, we will be covering all the basics needed for a beginner to start with recursion in python. What is Recursion? In many programs, you must have implemented a function that calls/invokes […]. The post Beginner’s Guide to Recursion in Python appeared first on Analytics Vidhya.

Data Science 328

Data Science Publishing Analytics 328

Rocket-Powered Data Science

SEPTEMBER 20, 2021

What is a semantic layer? That’s a good question, but let’s first explain semantics. The way that I explained it to my data science students years ago was like this. In the early days of web search engines, those engines were primarily keyword search engines. If you knew the right keywords to search and if the content providers also used the same keywords on their website, then you could type the words into your favorite search engine and find the content you needed.

Data Science 285

Data Science Forecasting Business Intelligence Sales 285

Analytics Vidhya

SEPTEMBER 20, 2021

This article was published as a part of the Data Science Blogathon Introduction In this article, I am going to discuss the math intuition behind the Gradient boosting algorithm. It is more popularly known as Gradient boosting Machine or GBM. It is a boosting method and I have talked more about boosting in this article. […]. The post Gradient Boosting Algorithm: A Complete Guide for Beginners appeared first on Analytics Vidhya.

Data Science 263

Data Science Publishing Analytics IT 263

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.

Testing

DataKitchen

SEPTEMBER 20, 2021

Data organizations don’t always have the budget or schedule required for DataOps when conceived as a top-to-bottom, enterprise-wide transformational change. An essential part of the DataOps methodology is Agile Development , which breaks development into incremental steps. DataOps can and should be implemented in small steps that complement and build upon existing workflows and data pipelines.

Testing 246

Testing Metrics Measurement Dashboards 246

Analytics Vidhya

SEPTEMBER 20, 2021

Analytics Vidhya secures $5.5 million (INR 40 crores) investment from Fractal It is with immense pleasure and pride, we announce that Analytics Vidhya has secured a $5.5 million (INR 40 crores) investment from Fractal (fractal.ai) with an aim to train 500,000 Full Stack AI Professionals. Since its inception, Analytics Vidhya has been at the helm […].

Analytics 244

Analytics IT 244

Cloudera

SEPTEMBER 20, 2021

There are many ways that Apache Kafka has been deployed in the field. In our Kafka Summit 2021 presentation, we took a brief overview of many different configurations that have been observed to date. In this blog series, we will discuss each of these deployments and the deployment choices made along with how they impact reliability. In Part 1, the discussion is related to: Serial and Parallel Systems Reliability as a concept, Kafka Clusters with and without Co-Located Apache Zookeeper, and Kafka

Data Processing 114

Data Processing Software IT 114

Smart Data Collective

SEPTEMBER 20, 2021

Email marketing ranks among the best ways to stay in touch with an audience and potentially to build one too. However, like so many digital marketing tasks, it’s something that undergoes constant evolution and development. Even with the initial tasks out of the way, such as deciding on a tone and template and testing your email servers , it requires regular work to keep people engaged.

Marketing 112

Marketing Strategy Data Analytics Analytics 112

Jet Global

SEPTEMBER 20, 2021

The board of directors sits at the pinnacle of every organization. They are the strategic thinkers that see the big picture, ask the important questions, and ultimately guide the company toward success. To do that, they need the right information. Reports to your board must be accurate, timely, and thorough. At the same time, a good board packet should tell a story.

Reporting 98

Reporting Software Recreation/Entertainment Visualization 98

Alation

SEPTEMBER 20, 2021

This last weekend, I asked CIOs two questions: First, what data problems are most urgent for you to solve? And second, what would be the business impact of solving them? The answers reflected various levels of data maturity. But more importantly, the importance of fixing data governance was a core theme. The CIO’s Role in Data. Before we dive in, let’s define the role of the CIO.

Data Governance 84

Data Governance Data Quality Enterprise Measurement 84

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.

Risk

Smart Data Collective

SEPTEMBER 20, 2021

Computers are notoriously dependent on data. Data has always been the backbone of digital technology, even back in the 1970s. As big data has become more impregnated in our lives, its role in computing has grown as well. One of the biggest changes driven by the evolution of big data has involved improvements in graphic cards. Data scientists are investing in new GPUs, which has become easier as they have become more affordable.

Big Data 83

Big Data Data-driven Technology Data Processing 83

Aryng

SEPTEMBER 20, 2021

Cohort analysis is a technique used in several analytical methodologies, including customer analytics, for dividing users into groups with common characteristics. Analyzing these groups, or cohorts, can help companies understand user behavior. Cohort analysis is used to measure engagement of users over a specific period of time. This specific use of a time period enables […] The post How to use cohort analysis?

Customer Analytics 52

Customer Analytics Measurement Analytics Data Science 52

Teradata

SEPTEMBER 20, 2021

The supply chain is not just the sum of its parts. Each function, organization, decision & action are connected & have an effect on each part of the supply chain. Find out more.

IT 52

IT 52

DataCamp

SEPTEMBER 20, 2021

In this episode of DataFramed, we speak with Noah Gift, founder of Pragmatic AI Labs and prolific author about operationalizing machine learning in organizations and his new book Practical MLOPs.

Machine Learning 52

Machine Learning 52

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

Data-driven

Nutanix

SEPTEMBER 20, 2021

NEXT 2021 is just around the corner, and it’s time to build your agendas!

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