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Microsoft Copilot: Review & Top 4 Alternatives

Microsoft Copilot is an AI-powered assistant integrated across Microsoft products to enhance productivity and usability through natural language interactions. Using advanced generative AI models, including GPT-4, Copilot provides assistance in tools like Word, Excel, PowerPoint, Outlook, Teams, and GitHub. It enables tasks such as data analysis, presentation creation, email management, and real-time collaboration.

May 286 min read

Sentiment Analysis Benchmark Testing: ChatGPT, Claude & DeepSeek

Achieving precise labeling of emotions and sentiments, as well as detecting irony, hatefulness, and offensiveness, remains a challenge, requiring further testing and refinement. We benchmark eight LLMs, Claude 3.5, Claude 3.7, Claude 4.5, ChatGPT 4.o, ChatGPT 4.5, ChatGPT 5.o, DeepSeek V3, and Grok 4, across five key sentiment-related tasks.

Oct 210 min read

Top 10+ Data Governance Tools

Data governance tools enable organizations to manage and control their data assets across on-premises, multi-cloud, and software-as-a-service (SaaS) environments.

Jul 258 min read

Comparison of Top 5 Free Cloud GPU Services

AI and machine learning advancements have surged demand for GPUs, essential for high-performance computing. Dedicated GPU infrastructure requires high capital, but cloud-based services now offer cost-effective access. Free GPU platforms are increasingly vital for researchers, developers, and budget-conscious organizations.

Apr 293 min read

Top 6 Open-Source Log Analysis Tools: Wazuh, Graylog & more

Below I listed top 6 open-source log analysis tools. In evaluating these tools, I focused on key factors such as log collection flexibility, real-time event detection, integration with third-party applications, scalability, and support for various log formats.

Sep 175 min read

Top 6 Open Source Sensitive Data Discovery Tools 

Based on features and user experiences shared in review platforms, here are the top 6 open-source sensitive data discovery tools: Administrative features Feature descriptions: These functionality (especially data lineage and search capabilities) allow businesses to: Data security features Feature descriptions: Categories and GitHub stars Tool selection & sorting: DataHub DataHub is an open-source unified sensitive

Jul 285 min read

Should You Invest in Virgin Proxies ?

The term “virgin proxy” is often marketed as a premium, unused proxy that has no prior links to suspicious or blacklisted activities. These proxies are attractive for users who prioritize privacy and want clean, reliable IP addresses.

Sep 155 min read

AI HR Analytics: Use Cases, Benefits & Challenges

The integration of AI HR analytics into human resource management is revolutionizing how organizations optimize their workforce and make data-driven decisions. By leveraging artificial intelligence, machine learning, and predictive analytics, HR professionals can move beyond traditional practices to enhance employee experience, operational efficiency, and align HR strategies with overarching business goals.

Aug 156 min read

Top 6 Open-Source Data Governance Tools 

Open source data governance tools with data cataloging capabilities help collect, process, and maintain metadata, serving as a central repository for tracking data operations. Organizations use these tools in data security posture management (DSPM), data discovery, data lineage, and data quality initiatives.

Jan 208 min read

Receipt OCR Benchmark with LLMs

Extracting data from receipts is essential for businesses since millions of employees are submitting their work related expenses via receipts. With the latest developments in generative AI and large language models, data extraction accuracy has reached approximately human levels. Benchmark results We used Claude 3.

Apr 73 min read