Fri.Oct 27, 2023

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KDnuggets News, October 27: 5 Free Books to Master Data Science • 7 Steps to Mastering LLMs

KDnuggets

This week on KDnuggets: Go from learning what large language models are to building and deploying LLM apps in 7 steps • Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning • And much, much more!

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Top 10 Six Sigma Black Belt Project Examples & Ideas

Knowledge Hut

A certified Six Sigma Black Belt expert is a professional who knows and can explain and implement the Six Sigma principles and philosophies. These include tools and supportive systems. A Black Belt professional must have impeccable leadership skills and understand team dynamics. They work in a collaborative manner to assign team members and give them roles and responsibilities.

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Generative AI: The First Draft, Not Final

KDnuggets

This article gives a high-level overview of how LLMs work and their attendant limitations with accessible explanations and anecdotes throughout the piece. We also present advice on how people can introduce them into their workflows.

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Top 15 Software Engineer Projects 2023 [Source Code]

Knowledge Hut

In today's fast-paced technological environment, software engineers are continually seeking innovative projects to hone their skills and stay ahead of industry trends. Engaging in software engineering projects not only helps sharpen your programming abilities but also enhances your professional portfolio. To further amplify your skillset, consider enrolling in Programming training course to leverage online programming courses from expert trainers and grow with mentorship programs.

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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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Future-Proof Your Data Game: Top Skills Every Data Scientist Needs in 2023

KDnuggets

An overview of the most sought-after skills in 2023 based on the rise of generative AI.

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Top 14 Six Sigma Project Examples

Knowledge Hut

Six Sigma is a methodology that improves a process's quality and performance. It is an improvement program that Motorola developed in the 1980s. The Six Sigma project aims to reduce the number of defects in a company's products or services. Six sigma certification training ensures maximum outcomes in terms of the project. The overall goal of the Six Sigma project is to improve customer satisfaction and increase revenue for the company.

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Top Data Science Project Ideas with Source Code to Strengthen Resume

Knowledge Hut

Data Science has been booming in recent years, and the drive in the field of Artificial Intelligence because of several inventions will only take it to the next level. More opportunities emerge in the market as more industries recognise the power of Data Science. If you are interested in Data Science and want to gain a firm grasp on the technology, now is as good a time as any to hone your skills in order to fully understand and organise the forthcoming challenges in Data Science.

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7 Steps to Mastering Data Wrangling with Pandas and Python

KDnuggets

Starting out on your data journey? Here’s a 7-step learning path to master data wrangling with pandas.

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Build AI-driven near-real-time operational analytics with Amazon Aurora zero-ETL integration with Amazon Redshift and ThoughtSpot

ThoughtSpot

Every business that analyzes their operational (or transactional) data needs to build a custom data pipeline involving several batch or streaming jobs to extract transactional data from relational databases , transform it, and load it into the data warehouse. In this post, we show how you can leverage Amazon Aurora zero-ETL integration with Amazon Redshift and ThoughtSpot for GenAI driven near real-time operational analytics.

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Top 10 DevOps Projects With Source Code

Knowledge Hut

As a professional software developer, your job is to deliver value to your users as quickly and efficiently as possible. For that, you need to embrace the DevOps philosophy and methodology. The good news is that there are plenty of practical DevOps projects t hat you can start working on right now, regardless of your experience level. From automating your deployments to creating a self-healing infrastructure, these projects will teach you the skills you need to succeed in DevOps.

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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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Build AI-driven near-real-time operational analytics with Amazon Aurora zero-ETL integration with Amazon Redshift and ThoughtSpot

ThoughtSpot

Every business that analyzes their operational (or transactional) data needs to build a custom data pipeline involving several batch or streaming jobs to extract transactional data from relational databases , transform it, and load it into the data warehouse. In this post, we show how you can leverage Amazon Aurora zero-ETL integration with Amazon Redshift and ThoughtSpot for GenAI driven near real-time operational analytics.

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What is Phishing Attack and How to Prevent It? [With Examples]

Knowledge Hut

In this digital world, online security threats are more prevalent. Among these threats, phishing attacks have emerged as one of the most dangerous cybercrimes. With the evolution of technology, hackers & cybercriminals have become more creative to deceive people. In fact, a recent study by Proofpoint found that 88% of organizations & 64% of security professionals worldwide experienced spear-phishing attempts in 2019.

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ThoughtSpot’s Selfless Excellence champion: Vika Smilansky

ThoughtSpot

This is part of our ongoing spotlight series which highlights ThougthSpot’s quarterly Selfless Excellence champion. At ThoughtSpot, selfless excellence is the driving value system that advances our mission to build a more fact-driven world. It means we strive for excellence, prioritizing the team and working together to build world-class solutions for our customers.

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Top 12+ Angular Project Ideas of 2023 [with Source Code]

Knowledge Hut

Angular created by Google is an open-source JavaScript framework that is widely used for building dynamic web applications. The framework is known for its ability to create responsive, scalable, and maintainable web applications. With its component-based architecture, declarative templates, dependency injection, and routing features, Angular offers a comprehensive solution for developing modern web applications.

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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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Top 15+ Data Analytics Projects [With Source Code]

Knowledge Hut

Data Analytics has become increasingly important for businesses across industries in recent years due to advancements in technology that allow for efficient storage and processing of large amounts of data. Organizations can leverage this data to gain insights into their operations, customers, markets, competitors, and more, enabling them to make better decisions, improve efficiency, enhance customer experiences, increase revenue, reduce costs, mitigate risks, and stay ahead of the competition.

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Top 15 Power BI Project Ideas

Knowledge Hut

Understanding data has become a pivotal aspect of modern business. Companies utilize data to make informed decisions. Given the abundance of data available, businesses require individuals who can gather, analyze, and interpret data to uncover insights and facilitate growth. Additionally, being knowledgeable about data enables employees to ask pertinent questions, challenge assumptions, and make decisions based on evidence rather than conjecture.

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Top 6 Data Science Projects in Python

Knowledge Hut

Whether you are a student or a working professional, the journey to be an industry-ready Data Scientist would never be fulfilled unless there is a good portfolio of projects considerably demonstrated in the resume. There are hundreds of online courses and certifications out there which makes it nearly impossible to choose the right one. However, the Data Science Bootcamp Curriculum provides best-in-class data science content which would significantly prepare you for the market.

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Top 8 SPC Job Roles (SAFe Program Consultant) in 2023 + Salary

Knowledge Hut

As per Statista, there are over 334 million companies in 2023, with almost 20 million new ones set up in the last few years. As the business landscape becomes more competitive, organizations must strive to adapt, grow, and remain competitive. In an attempt to do so, businesses are focusing on agility— being responsive and resilient. They are turning to frameworks like Scaled Agile Framework (SAFe) to scale best practices that enhance business agility.

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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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Top 6 Six Sigma Yellow Belt Project Examples & Ideas

Knowledge Hut

Six Sigma knowledge is crucial to developing a strong understanding and improving one's expertise in this domain. Six Sigma is a mechanism for removing variances and flaws from a company's operations. Companies use Six Sigma to identify problem areas and build programmes to address them. This results in a more productive operation, and, as a result, a corporation saves money.

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Top 10 Docker Projects Ideas in 2023

Knowledge Hut

Earlier this year, Docker surpassed Linux in GitHub pull requests. That’s a pretty clear signal of the popularity and potential of the project. What is Docker? You may ask. Docker is a program that allows you to create and manage containers. Containers allow you to isolate applications from one another and the underlying operating system. This can be helpful for development, testing, and deployment because it provides an easy way to package and ship your applications with all their dependencies.

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Exciting System Design Project Ideas and Topics

Knowledge Hut

System design projects involve creating a plan for a complex system that will meet specific requirements or solve a particular problem. These projects may involve designing software applications, network infrastructures, manufacturing processes, or other complex systems. System design projects require careful planning, analysis, and collaboration between various stakeholders, including business analysts, developers, and project managers.

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PRINCE2 vs PMP vs Agile: Find Out Differences Here

Knowledge Hut

Several methodologies are commonly used in project management, the three most common being PMBOK, PRINCE2, and Agile. It is time to advance in your career after a certain number of years of experience managing a project or being a member of a project team. Today, it appears that project management certifications such as PRINCE2 certification training or PMP certification are the best way to advance to higher levels of management in a company.

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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.

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Top Blockchain Projects Ideas With Source Code [2023]

Knowledge Hut

Blockchain technology is a revolutionary way of storing and sharing data. It is decentralized, meaning it doesn't rely on one person or company to store the information. Instead, it is stored across thousands of computers all over the world. Because of this, blockchain networks are much more secure than traditional forms of data storage. Blockchain projects are an excellent way for new developers to get involved in the blockchain ecosystem.

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