A naukri.com initiative
Productivity News
Dev
1M
167
Image Credit: Dev
Data Science Foundations: Practical Approaches with the 80/20 Rule — Part 1
- Data science can be overwhelming with various components, but the 80/20 rule offers valuable insights for high-impact steps in the data science workflow.
- Avoidable issues leading to data science project failures include unclear goals, lack of project management, resource constraints, rushed timelines, misaligned incentives, and absence of executive champions.
- Deployment planning should be considered from the project's inception to ensure the model's impact and usability are prioritized.
- Conducting a thorough literature review before starting a project can provide inspiration, data sources, model types, and benchmarks for success.
- When evaluating data sources, consider factors like availability, cost, utility, update frequency, and granularity to optimize data selection.
- Checking data quality is crucial to prevent 'Garbage In, Garbage Out' scenarios, involving assessments for missingness, range, outliers, timeliness, and formatting consistency.
- Dealing with missing data involves considering the amount missing, patterns, algorithm tolerance, and imputation options like mean/median, mode, or predictive imputation.
- Identifying strong features for models requires using filter methods, wrappers, embedded methods, and domain knowledge to enhance model performance.
- Data science blends art and engineering, emphasizing the importance of the 80/20 mindset for focused, impactful outcomes in projects.
- Strategic planning, prioritization, and feedback loops play key roles in transforming data science projects from prototypes to successful productions.
Read Full Article
9 Likes
UX Planet
1M
224
Image Credit: UX Planet
25 principles that make a UX designer more productive
- Productivity in UX design is about making quick decisions and focusing on creating valuable products that users love.
- Principles include focusing on functionality over visuals, prototyping, seeking feedback, automating routine tasks, and adapting ideas.
- Other principles involve asking questions, considering user experience in every detail, tracking performance metrics, and being open to competition.
- Lastly, principles emphasize understanding user perspectives, embracing constraints for creativity, valuing minimalism, and knowing when not to implement a feature.
Read Full Article
13 Likes
Entrepreneurshiplife
1M
359
Image Credit: Entrepreneurshiplife
How Art Therapy in the Workplace Can Improve Mental Health
- Art therapy in the workplace offers a creative outlet to reduce stress, encourage creativity, and build a supportive work culture.
- Art therapy includes activities like drawing and painting to express and explore emotions under the guidance of trained therapists.
- Benefits of art therapy at work include stress reduction, boosting creativity, enhancing communication and teamwork, facilitating emotional expression, and building empathy.
- Implementing art therapy in the workplace through regular workshops and providing necessary materials can promote wellness and creativity among employees.
Read Full Article
21 Likes
Dev
1M
350
Image Credit: Dev
The Rise of AI-Powered Leadership: Transforming Decision-Making in Modern Organizations
- Traditional leadership models are facing challenges in making fast and accurate decisions, especially in remote and diverse teams, and monitoring employee engagement and wellness.
- AI-powered leadership integrates data intelligence with human understanding to provide deeper visibility and agility, enabling leaders to map team collaboration, detect risks, and drive alignment.
- Key principles of AI-powered leadership include prioritizing insight over instinct, prediction over reaction, people-first design, and promoting distributed, adaptive leadership.
- AI-driven leadership is making an impact in various sectors, from startups optimizing accountability to government organizations measuring readiness in real time, emphasizing the need for real visibility and ethical, transparent leadership cultures.
Read Full Article
21 Likes
HRKatha
1M
233
Image Credit: HRKatha
The theatre of work: When employees act busy to appear useful
- Many employees engage in 'task masking,' appearing busy without genuine engagement in their work's purpose, driven by a need for external validation.
- This behavior stems from deep-seated insecurity, leading to professionals expending more energy on appearing busy than being effective, resulting in burnout and disillusionment.
- Taskmaster-style leadership, valuing activity over outcomes, contributes to a culture where talented individuals disengage to avoid negative attention.
- Employees may gradually disengage due to routine roles, unclear career paths, or lack of recognition, resorting to task masking as a survival strategy.
- Conventional performance management proves insufficient in addressing disengagement; a shift towards psychological insight and substantive conversations is necessary.
- Managers must collaborate with HR to identify disengagement indicators, understand underlying causes, and reinvigorate their teams to combat task masking.
- Task masking, a survival strategy in environments rewarding visible time spent and physical presence, leads employees to emotionally withdraw while appearing busy.
- Cultural insecurity, hustle-oriented workplace models, and rigid expectations contribute to the prevalence of task masking over celebrating initiative and individuality.
- Managers play a crucial role in addressing task masking by initiating conversations, investigating underlying issues, and fostering honest communication to reignite engagement.
- Shifting performance measurement towards focusing on outcomes, creativity, and value delivered, rather than sheer activity levels, can help combat task masking and promote genuine engagement.
Read Full Article
14 Likes
Dev
1M
152
Image Credit: Dev
Understanding Speech Patterns Across YouTube Content: A Creator's Guide
- Different YouTube content creators exhibit unique speech patterns based on their content type.
- Educational creators focus on clear communication with measured pace, enunciation, pauses, and recaps.
- Vloggers and entertainment creators use casual speech, slang, emotional tone, and personal anecdotes.
- Gaming channels feature high-energy speech with rapid commentary, excited tones, and gaming-specific terminology.
- Analyzing speech patterns across YouTube content types helps creators optimize audience engagement, adapt speech style, and build a consistent brand voice.
Read Full Article
9 Likes
Medium
1M
62
Image Credit: Medium
You is (are) Me — But Smarter: The Custom AI Instruction That Prevents Flattery and Forces Truth
- The 'You is (are) Me — But Smarter' AI instruction framework enforces objectivity and critical thinking without the need for plugins or deep customization.
- In response to OpenAI's GPT-4o update rollback due to flattery backlash, the 'Truth Mode: No Flattery, No Echoes, Just Outcomes' instruction becomes more relevant.
- The custom instruction activates objective reasoning, anti-flattery, and proposal evaluation logic compatible with various AI systems like ChatGPT, Gemini, and Claude.
- This framework aims to challenge and elevate thinking while focusing on facts, clarity, and honesty, promoting better decision-making and unbiased responses.
Read Full Article
3 Likes
Medium
1M
22
Image Credit: Medium
The Gospel of Product Monk
- Real empathy in customer interviews is shown through genuine human conversations, not scripted corporate performances.
- Product analogies may sound clever but the market ultimately values effective solutions over flashy metaphors.
- Clarity and simplicity are key in product management, cutting through complexity is a true display of leadership.
- Continuous learning, adapting, and self-improvement are crucial in product management to evolve and excel in the field.
Read Full Article
1 Like
Medium
1M
79
Image Credit: Medium
I Tested 7 “Blacklisted” Prompts on the New ChatGPT o3 & o4-mini
- The article discusses testing advanced prompts with OpenAI's ChatGPT o3 and o4-mini models to enhance AI-powered capabilities.
- Seven sophisticated prompts were utilized to simulate various expert roles and workflows for different niches and audiences.
- The prompts catered to domains like competitive intelligence strategy, business system design, accelerated learning coaching, viral growth engineering, negotiation coaching, marketing expertise, and cross-functional operations.
- The author emphasizes the importance of quality prompts for effective AI utilization and invites readers to explore and incorporate these powerful prompts.
Read Full Article
4 Likes
TechJuice
1M
242
Lahore Launches Super Smart Traffic cabins for Instant Driving Licenses
- Lahore Traffic Police has introduced super smart traffic cabins at busy intersections to provide instant driving licenses.
- The first kiosk is operational at Afshan Chowk on Mall Road, offering on-the-spot motorcycle licenses and other traffic services.
- Equipped with advanced technology and staffed 24/7, the kiosks serve as mini command centers with amenities like air conditioning and rest areas for wardens.
- This initiative, inspired by systems in developed countries, aims to enhance public access to licenses and improve infrastructure for traffic management in Lahore.
Read Full Article
14 Likes
Medium
1M
193
Image Credit: Medium
Why executives must embrace AI or ship out!
- Leaders must embrace the use of AI to stay professionally relevant as AI drastically impacts leadership and management roles.
- Current impacts of AI on leadership include improved decision-making through data analytics, automation of tasks, shift in essential leadership skills, better management of remote teams, and enhanced talent identification.
- Foreseeable future impacts of AI on leadership will involve AI-augmented decision-making, focus on ethics and governance, changes in organizational structures, defining competitive strategies, and global power dynamics.
- The workforce is also significantly affected by AI with job displacement, demand for new skills, normalization of remote work, personalized development, continuous reskilling, potential polarization, job creation in new domains, empowerment of employees, and considerations for mental health and AI stress.
Read Full Article
11 Likes
Medium
1M
310
Image Credit: Medium
The Product Owner Advantage: Why My Background Makes Me an Efficient Developer with Claude AI
- Combining product management discipline with software engineering expertise can improve AI collaboration by providing business context, architectural boundaries, and constructive feedback.
- A dual-perspective approach in AI development results in technically sound and business-aligned code, reducing iteration cycles and enhancing maintainability of solutions.
- The synergy of having a background in both software engineering and product management offers a unique advantage when working with AI assistants like Claude, enabling better problem presentation, communication across disciplines, and adherence to code quality standards.
- To maximize AI development capabilities, organizations should focus on bridging the gap between business objectives and technical implementation by leveraging hybrid professionals who can effectively orchestrate AI to deliver technically excellent, business-aligned solutions.
Read Full Article
18 Likes
Dev
1M
216
Image Credit: Dev
🤖 Automating WhatsApp with AI Agents: A Developer's Guide to Scalable Customer Support
- Automating WhatsApp communication using AI, automation, and custom workflows can enhance customer support and automate routine tasks.
- Pros of automation include immediate replies, reduced operational costs, increased efficiency, consistent service, and unlimited scalability.
- Developers can construct an AI-powered WhatsApp workflow using tools like n8n and AI models like GPT-4 to capture messages, recognize intents, execute actions, and respond to users.
- Real-world examples of AI automation on WhatsApp include sectors like e-commerce, healthcare, and travel, improving customer support and interactions.
Read Full Article
12 Likes
Dev
1M
40
Image Credit: Dev
The Role of the Product Owner vs. Scrum Master: Clearing Up Common Confusions
- The roles of Product Owner and Scrum Master in Agile teams are crucial for project success.
- The Product Owner focuses on defining the product vision, prioritizing features, and ensuring value delivery.
- The Scrum Master acts as a coach, facilitating Scrum practices, and removing obstacles for the team.
- Collaboration between Product Owner and Scrum Master is essential for building the right product efficiently.
- Real-world case studies show how Agile frameworks like Scrum lead to faster delivery and improved quality.
- Clear communication, mutual respect, and shared commitment are key to the success of Product Owner and Scrum Master.
- Developers benefit from clear roles with concise acceptance criteria and early issue escalation.
- Using platforms like Teamcamp can enhance productivity by centralizing tasks, discussions, and metrics.
- Engaging with the Product Owner, leaning on the Scrum Master, and using Agile tools are actionable tips for developers.
- Streamlining Agile workflows with tools like Teamcamp can lead to increased delivery speed and reduced administrative work.
- Understanding and optimizing the collaboration of Product Owner and Scrum Master can transform team productivity and software delivery.
Read Full Article
2 Likes
Dev
1M
49
Image Credit: Dev
How Local Wilmington Residents Are Managing Generalized Joint Pain
- Wilmington residents are actively managing generalized joint pain through various strategies to maintain an active lifestyle and quality of life.
- Factors contributing to joint pain in residents include aging, arthritis, injuries, lifestyle choices, and the humid climate of the region.
- Residents seek professional medical help from orthopedic specialists, rheumatologists, and physical therapists for personalized treatment plans.
- Physical therapy and rehabilitation play a crucial role in strengthening muscles, improving flexibility, and reducing strain on the joints.
- Low-impact exercises like swimming, cycling, and yoga are preferred by residents to stay fit while minimizing joint strain.
- Nutrition and diet adjustments are emphasized, with a focus on anti-inflammatory foods and maintaining a healthy weight to reduce joint stress.
- Alternative therapies such as chiropractic care, acupuncture, and massage therapy are gaining popularity for natural pain relief.
- Community engagement through support groups, exercise classes, and wellness programs is helping residents cope with joint pain and stay active.
- Home remedies like heat and cold therapy, topical pain relievers, and joint-friendly ergonomics are being incorporated for daily joint pain management.
- Wilmington residents are optimistic about advancements in joint pain management, including regenerative therapies and preventive care initiatives for better joint health.
Read Full Article
2 Likes
For uninterrupted reading, download the app