Wed.Oct 04, 2023

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Making applyInPandasWithState less painful

Waitingforcode

Do not get the title wrong! Having applyInPandasWithState in the PySpark API is huge! However, due to Python duck typing, some operations are more difficult and more risky to express in the code than in the strongly typed Scala API.

Scala 147
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7 Steps to Mastering Natural Language Processing

KDnuggets

Want to learn all about Natural Language Processing (NLP)? Here is a 7 step guide to help you go from the fundamentals of machine learning and Python to Transformers, recent advances in NLP, and beyond.

Process 135
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ArcGIS Utility Network: Out-of-the-Box

ArcGIS

Learn how the ArcGIS Utility Network is ready to use without spending a significant amount of time configuring or customizing.

Utilities 134
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KDnuggets News, October 5: 5 Free Books to Help You Master Python • Top 7 Free Cloud Notebooks for Data Science

KDnuggets

This week on KDnuggets: 5 Free Books to Help You Master Python • Top 7 Free Cloud Notebooks for Data • and much, much more!

Python 121
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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Don’t Blink: You’ll Miss Something Amazing!

Cloudera

Fast moving data and real time analysis present us with some amazing opportunities. Don’t blink — or you’ll miss it! Every organization has some data that happens in real time, whether it is understanding what our users are doing on our websites or watching our systems and equipment as they perform mission critical tasks for us. This real-time data, when captured and analyzed in a timely manner, may deliver tremendous business value.

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SQL in Pandas with Pandasql

KDnuggets

Want to query your pandas dataframes using SQL? Learn how to do so using the Python library Pandasql.

SQL 117

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Learn How to Design & Deploy Responsible AI Systems

KDnuggets

Learn how to design & deploy responsible AI systems with this white paper from Teradata.

Designing 101
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Supercharge Your Career with SnowPro Certification

Snowflake

Have you ever wondered why so many IT professionals devote their valuable time to studying for and taking various certification exams? Do people just enjoy taking tests? Is there a prize for the most badges someone can get in a year? Or are there other reasons why someone would prepare and sit for a certification exam? According to Pearson VUE’s 2021 Value of IT Certification Report , 73% of surveyed individuals saw IT certification as necessary to upskill and stay up to date with current techno

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Leveraging GPT Models to Transform Natural Language to SQL Queries

KDnuggets

By training GPT to query with few-shot prompting.

SQL 110
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How to Use Snowpark in Two Steps

Ascend.io

Snowflake is renowned for its vast capabilities, and Snowpark is no exception. Snowpark stands out as a game-changer for data engineers. It empowers them to tap into the familiar terrain of languages like Scala, Java, and Python, but with the unique advantage of not having to move data out of Snowflake. Yet, the innovation doesn’t stop there.

Scala 52
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Product Manager Cover Letter Example & Template [Writing Tips]

Knowledge Hut

Given the high salaries and lucrative career prospects, the job role of a product manager is highly sought after by the most highly qualified candidates. Thus, while preparing your resume, adding a compelling product manager cover letter is a must. By doing so, you can make a positive impression on the hiring manager, thus increasing your chances of getting called for an interview.

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Data Quality for Apache Airflow | Acceldata

Acceldata

Learn how to apply effective data quality monitoring and alerting strategies to ensure that Apache Airflow workflows are reliable.

Data 52
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Power BI System Requirements Specification of 2023

Knowledge Hut

Power BI is a popular and widely used business intelligence tool in the data world. A report from Microsoft has manifested that around 50,000 companies have been using Power BI to clean, model, transform and visualize their data. I have witnessed that the usage of Power BI requirements have been expanding fast, with more than 80,000 open vacancies worldwide.

BI 52
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How to use the BranchPythonOperator

Marc Lamberti

Are you looking for a way to choose one task or another? Do you want to execute a task based on a condition? Do you have multiple tasks, but only one should be executed if a criterion is valid? You’ve come to the right place! The BranchPythonOperator does precisely what you are looking for. It’s common to have DAGs with different execution flows, and you want to follow only one, depending on a value or a condition.

Python 246
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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Business Analyst Certifications Cost 2023 + Tips to Reduce It

Knowledge Hut

Business analysis has become mandatory for every business, irrespective of its domain. Increasing the number of options, competitive prices, and innovative marketing techniques can change the customer’s mind within a fraction of a second. Hence, it is crucial that a company keeps studying its customers and providing them with what they want to retain them for a long time.

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Why I joined ThoughtSpot: Jeff Depa, Chief Revenue Officer

ThoughtSpot

This blog is part of our ongoing ‘Why I joined ThoughtSpot’ series, where we profile Spotters from around the world to learn who they are and why they chose a career at ThoughtSpot. Jeff Depa recently joined ThoughtSpot as Chief Revenue Officer, and is based out of Austin, Texas. In this role, Jeff will contribute to ThoughtSpot’s strategic growth and revenue goals by maximizing profit through go to market strategies that address the entire customer lifecycle.

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Elasticsearch Reindexing: When to Reindex, Best Practices and Alternatives

Rockset

Elasticsearch is a popular technology for efficient and scalable data storage and retrieval. However, maintaining its performance and data integrity requires a crucial practice called reindexing. Indexing is the initial process of adding data to Elasticsearch, while reindexing is essential for maintaining data accuracy and optimizing search performance.

NoSQL 59
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Six Sigma Green Belt Syllabus: SSGB Curriculum

Knowledge Hut

There are multiple belts in the Six Sigma hierarchy, and green is one of the most significant. The Six Sigma Green Belt holders share the responsibilities of those who are a level above or below them. Once you plan to complete your Six Sigma training , you will achieve the green belt after you develop a deeper understanding of this domain. The Six Sigma Green Belt Syllabus gets strategically planned so the experts completing it can fit anywhere in the hierarchy.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Precisely Women in Technology: Meet Caroline Anderson

Precisely

Precisely is committed to diversity, equity, inclusion, and belonging and that manifests in several different ways. Supporting women in tech is at the forefront of what Precisely does, and as more and more women join the industry, there’s an opportunity to highlight the importance of workplace equity and diversity. The Precisely Women in Technology (PWIT) program is a network of women in the organization who share resources, support one another, offer mentorship, and more.

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Latest CISSP Exam Dumps of 2023 [Free CISSP Dumps]

Knowledge Hut

CISSP is one of the well-known certifications in the cybersecurity industry. Passing this certification proves that you have all the knowledge of effective design, implementation, and managing a cybersecurity program. This exam is ideal for experienced security practitioners, managers and executive-level employees who are interested in proving their knowledge and expertise across a wide array of security practices and principles.

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5 Generative AI Use Cases Companies Can Implement Today

Monte Carlo

The hype around generative AI is real, and data and ML teams are feeling the heat. Across industries, executives are pushing their data leaders to build AI-powered products that will save time, drive revenue, or give them a competitive advantage. And tech giants like OpenAI, Google, Amazon, and Microsoft have been flooding the market with features driven by large language models (LLMs) and image-generating diffusion models.

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Business Analyst Cover Letter in 2023 [Examples + Templates]

Knowledge Hut

A cover letter for a job as a business analyst outlines your qualifications for the position and why you would be a good fit. Your business analyst CV will be submitted with a cover letter as part of the application process. It ought to mention your most noteworthy accomplishments and extol your prowess in managerial, analytical, and critical thinking disciplines.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.