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Cogent Resources

Browse through past projects through case studies. Stay in touch on industry updates and new learning resources. Learn more about what's new with Cogent Infotech.

Ebook
April 16, 2024
Tech Innovators: Women at the Forefront of Industry Disruption.
Explore women's impact in tech and address gender disparities. Download the e-book today!
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Blog
April 3, 2024
The Evolution Of Cybersecurity: Key Trends And Technologies In 2024
2024's cybersecurity evolution: Key trends and tech shaping digital defense.
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Blog
March 26, 2024
The Future of Work: How Remote Work Policies Benefit Women
Remote work shifts landscape, aided by tech, poses gender equality questions.
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Predicting Talent Shortages: How Forecasting Algorithms are Reshaping Recruitment
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Transparency and Accountability: Implementing Pay Equity Practices in Tech Companies
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Healthcare Cybersecurity: Addressing Vulnerabilities In The Medical Industry
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Healthcare Cybersecurity: Addressing Vulnerabilities In The Medical Industry
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Addressing Gender Bias in Facial Recognition Technology
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Hybrid Cloud Migration: Combining On-premises and Cloud Resources
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Web Security: Latest Security Threats And Best Practices For Securing Web Applications
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Six Major GenAI Trends That Will Shape 2024'S Agenda
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2024 Predictions: Mass Migration From The Cloud To The Edge
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8 Biggest Future of Work Trends in 2024
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Generative AI and the Future of Work in America
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The Agile Transformation: How Forecasting Algorithms Streamline Software Development
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GenAI : How will it Impact Future Jobs and Workflows
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Everything about AI Forecasting Models
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Ethics and Accountability in Public Sector Recruitment
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The Role of Staffing Agencies in Filling Niche Skillsets for Government Projects
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From Data to Decisions: How IT Projects Leverage Forecasting for Resource Allocation
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The Intersection of Black History and Corporate Responsibility: A New Era of Corporate Social Justice
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The Ethical Frontier: Addressing AI's Moral Challenges in 2024
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15 Applications Of Deep Learning And Computer Vision In Healthcare
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Adapting To The AI Revolution: Understanding The Integration Of Artificial Intelligence In The Workforce
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Digital Identification: A Key To Inclusive Growth
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Data Science Vs. Data Analytics: Difference Between Data Science And Data Analytics
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Diversity in STEM: How does it impact the US economy?
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Game, Set, Match: 13 Transformative Computer Vision Applications in Sports Industry
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How AI-driven Analytics Can Improve Your Revenue
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How to Plan Your Cloud Migration Strategy
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Improving Policing in US with NLP
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What is the role of NLP in Healthcare?
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Public Sector in the Age of AI
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Repairing the broken rung - Women in Tech
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Tech for Good - What Are the Challenges in Making Technology More Sustainable
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Three Keys to Building a More Skilled Post-Pandemic Workforce
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Three Strategies Toward Better Mental Health in The Workplace
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Understanding Sentiment Analysis with Social Listening
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Why LGBTQ Representation Should Be A Priority For Business?
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Press Release
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Cogent Infotech Appraised at Maturity Level 3 of CMMI V2.0
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Answers To Top 11 Questions About a Career In Java
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TOP 6 REASONS WHY DATA SCIENTIST SHOULD KNOW JAVA
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Top 5 Java interview questions and answers you need to know
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Top AI Trends to Look for in the Media & Entertainment Industry
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Universal Basic Income And The Future Of Work
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The Art Of Juggling: How Gen Z Maximizes Income In The Gig Economy
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Ebook
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Women and Workplace 2023
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Manage Your Biggest AI Risk
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NLG and Its Business Impact Across Industries
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Women and Workplace 2023: A detailed guide
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Press Release
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Cogent Infotech Wins Three Best Places to Work Awards
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8 In-Demand Career Paths for Software Engineers 2023
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The Impact of Climate Change on the Future Workforce 
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Press Release
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Cogent Infotech scores big in Comparably's 2022 Culture Awards; Bags 4 Apex Accolades
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The Impact of the Pandemic on Women Workers
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Press Release
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Cogent welcomes former US Senator George Allen to Advisory Board
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Addressing Cybersecurity Vulnerabilities In The Energy Sector
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What is NLG?
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Introduction to JDBC Transaction w.r.t Spring Data JPA
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What Are CRUD Operations?
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Wellness At Work: How Employers In The US Can Champion Women's Health
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Navigating The World Of Offshoring And Nearshoring
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9 Ethical AI Principles For Organizations To Follow
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Shaping the Future: The Business Impacts of AI Forecasting
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Combating Breast Cancer: How Workplaces Can Make A Difference
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SEVEN STEPS TO HELP PROTECT YOUR ERP SYSTEM AGAINST CYBERATTACK
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THE UNSOLVED OPPORTUNITIES FOR CYBERSECURITY PROVIDERS
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Cyber Resilience: America's Digital Infrastructure
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CYBERSECURITY - EMERGING CHALLENGES AND SOLUTIONS FOR FINANCIAL SERVICES COMPANIES
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CYBERSECURITY: THE LINCHPIN OF DIGITAL ENTERPRISE
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Three Actions CEO Can Take to Get Value from Cloud Computing
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Build Value by Transforming your Data Foundation on the Cloud
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Cloud’s Trillion Dollar Prize to Grab
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Java Projects for Beginners
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Why Cloud Security is Paramount to your Business’s Well Being
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What Employees Are Saying About The Future of Remote Work
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10 Use Cases For Natural Language Generation (NLG) In The Government Sector
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10 Use Cases of Computer Vision in the Defense Sector
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10 Skills Java Programmers Must Learn to Accelerate Their Career in 2021
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10 secrets to keep employees happy at work| International Day of Happiness
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11 High-Paying Data Analytics Careers in 2023
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15 Quick Interview Tips to Help You Land Your Dream Job
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15 Best JAVA Programming Books For Beginners
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14 Skills Data Analysts Need for a Successful Career in 2022
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14 Use Cases of NLG In Healthcare
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15 issues women face in the workplace and how to combat them?
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15 Java Developer Skills You Need To Get Hired In 2023
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17 exciting Java Project Ideas & Topics For Beginners in 2022
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16 SOCIAL LISTENING STRATEGIES TO INCORPORATE INTO YOUR BUSINESS STARATEGY
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3 Reasons Why Leaders Should Invest In Social Intelligence
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2022 Biggest Hotel Industry Trends
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3 New Staffing Trends in the Post-COVID Recruitment Industry
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3 successful ways to build a more skilled post-pandemic workforce
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3 Ways Leaders Can Make Black Lives Matter
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3 Ways the Pandemic has impacted IT Security
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4 Ways In Which Retail Brands Can Harness Social Listening
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3 Ways to Speed Up your Recruitment Process by Leveraging AI
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30 Use Cases for Natural Language Generation (NLG) in the Defense Sector
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5 Easy and effective ways to take care of your mental and emotional health
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30 JAVA INTERVIEW QUESTIONS
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5 Smart Ways to Create a Winning Resume
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27 Use Cases Of Computer Vision Application
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5 MISTAKES TO AVOID WHEN HIRING A SOFTWARE DEVELOPER
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5 Best Coding Boot Camps
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6 TOP CHALLENGES OF HIRING SOFTWARE ENGINEERS
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6 Challenges for Organizations Building Computer Vision Models
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Ebook
Corporate
April 16, 2024
Tech Innovators: Women at the Forefront of Industry Disruption.
Explore women's impact in tech and address gender disparities. Download the e-book today!
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Blog
Cloud Services
March 10, 2024
Hybrid Cloud Migration: Combining On-premises and Cloud Resources
Unveiling strategies for hybrid cloud migration to seamlessly integrate on-premises and cloud.
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Blog
Cybersecurity
March 20, 2024
Healthcare Cybersecurity: Addressing Vulnerabilities In The Medical Industry
Exploring strategies to bolster healthcare cybersecurity and to mitigate vulnerabilities.
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Blog
Analytics, AI/ML
Corporate
Application Development
March 13, 2024
Addressing Gender Bias in Facial Recognition Technology
Explore the challenge of gender bias in facial recognition technology, its implications, etc.
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Blog
Corporate
March 20, 2024
Transparency and Accountability: Implementing Pay Equity Practices in Tech Companies
Explore how transparency and accountability can close the gender pay gap in tech.
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Blog
Workforce Solutions
March 26, 2024
The Future of Work: How Remote Work Policies Benefit Women
Remote work shifts landscape, aided by tech, poses gender equality questions.
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Blog
Analytics, AI/ML
March 21, 2024
Predicting Talent Shortages: How Forecasting Algorithms are Reshaping Recruitment
Know the power of data-driven insights in reshaping the future of workforce management.
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Blog
Cybersecurity
March 6, 2024
Web Security: Latest Security Threats And Best Practices For Securing Web Applications
Explore web security: key threats & top measures for safe web apps.
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Blog
Cloud Services
March 4, 2024
2024 Predictions: Mass Migration From The Cloud To The Edge
2024 sees a mass shift from cloud to edge computing, redefining data processing and network demands.
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Blog
Analytics, AI/ML
March 4, 2024
Six Major GenAI Trends That Will Shape 2024'S Agenda
Six major GenAI trends setting the pace for 2024, transforming tech, work, and societal norms.
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Blog
Cybersecurity
April 3, 2024
The Evolution Of Cybersecurity: Key Trends And Technologies In 2024
2024's cybersecurity evolution: Key trends and tech shaping digital defense.
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Blog
Analytics, AI/ML
February 21, 2024
The Ethical Frontier: Addressing AI's Moral Challenges in 2024
Navigating AI's ethical challenges in 2024, from privacy concerns to accountability
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Blog
Analytics, AI/ML
February 28, 2024
Generative AI and the Future of Work in America
Examining how generative AI shapes the future of work in America, impacting jobs and innovation
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Blog
Workforce Solutions
February 28, 2024
8 Biggest Future of Work Trends in 2024
Explore the top 8 work trends of 2024, shaping the future of jobs, technology, and workplace culture
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Blog
Analytics, AI/ML
February 27, 2024
GenAI : How will it Impact Future Jobs and Workflows
Exploring GenAI's impact on future jobs and workflows, assessing & understanding Gen AI
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Blog
Analytics, AI/ML
February 27, 2024
The Agile Transformation: How Forecasting Algorithms Streamline Software Development
Algorithms boost team precision in complex software development navigation.
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Ebook
Corporate
February 26, 2024
The Intersection of Black History and Corporate Responsibility: A New Era of Corporate Social Justice
Corporate responsibility evolves, acknowledging Black history's significance in today's society.
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Blog
Analytics, AI/ML
February 26, 2024
From Data to Decisions: How IT Projects Leverage Forecasting for Resource Allocation
Harness IT forecasting to optimize resources, boost productivity, and ensure success.
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Blog
Workforce Solutions
February 26, 2024
The Role of Staffing Agencies in Filling Niche Skillsets for Government Projects
Discover staffing strategies for government niche skill gaps and collaboration best practices.
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Blog
Workforce Solutions
February 26, 2024
Ethics and Accountability in Public Sector Recruitment
Learn ethical public recruitment strategies for a resilient, trustworthy workforce.
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Blog
Analytics, AI/ML
February 26, 2024
Everything about AI Forecasting Models
Dive into AI forecasting models, understanding their mechanics, applications, and impact.
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Ebook
Workforce Solutions
LGBTQ+ and Workplace
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Ebook
Workforce Solutions
Recruitment in Public Sector in 2024
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Ebook
Workforce Solutions
50 Applications of Computer Vision across Industries
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Ebook
Workforce Solutions
Tech Beyond Borders: The Comprehensive Guide to IT Offshoring
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Press Release
Workforce Solutions
July 20, 2023
Cogent Infotech scores big in Comparably's 2022 Culture Awards; Bags 4 Apex Accolades
Cogent Infotech scores big in Comparably Awards
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Press Release
Workforce Solutions
October 19, 2023
Cogent Infotech Wins Three Best Places to Work Awards
Cogent Infotech has won Comparably's Best Places to Work fo Happiness, Perks & Benefits, and more.
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Press Release
Workforce Solutions
January 23, 2024
Cogent Infotech Appraised at Maturity Level 3 of CMMI V2.0
By maintaining CMMI best practices, Cogent Infotech delivers exceptional results for clients.
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Press Release
Analytics, AI/ML
April 19, 2023
Cogent welcomes former US Senator George Allen to Advisory Board
Cogent Infotech Announces the Appointment of a New Advisory Board Member.
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Blog
Workforce Solutions
Why Startups are Finding it Difficult to Maintain an Efficient Tech Team Today
Learn why startups find it difficult to build and maintain an efficient technical team and what can be done to solve these problems.
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Blog
Analytics, AI/ML
Workforce Analysis
Understand what workforce analysis is, why it is needed, and how workforce analysis can be conducted
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Blog
Workforce Solutions
November 13, 2023
Women and Workplace 2023: A detailed guide
Women are playing an increasingly important role in the global workforce.
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Blog
Workforce Solutions
Women In The Workplace: The Fight Against Gender Bias
Organizations need to combat gender bias on an ongoing basis. Here is how firms can go about it.
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Blog
Workforce Solutions
July 18, 2023
The Impact of the Pandemic on Women Workers
Explore empowering strategies for women in the workplace and elevate your career
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Ebook
Workforce Solutions
December 18, 2023
Women and Workplace 2023
Empowering Women in the Workplace: Dive into actionable strategies for promoting gender equality.
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Blog
Workforce Solutions
Why You Should Invest In Unconventional Talent?
Unconventional talent is the future. Why should you invest in unconventional talent? Read to know more about why it is on the rise!
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Blog
Workforce Solutions
Why Women of Color Are Leaving and How to Rethink Your DEI Strategy
The pandemic has caused an epic increase in the number of women of color leaving the workforce. Here is how you can rethink your DEI strategy to boost workplace diversity, equity and inclusion.
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Blog
Workforce Solutions
January 30, 2024
Why LGBTQ Representation Should Be A Priority For Business?
Learn why LGBTQ inclusion is key in business: Benefits, challenges, strategies.
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Blog
Workforce Solutions
Why You Should Go for a Walk: 4 Benefits to Productivity
We know the benefits of walking on our health, but do you know it also makes you more productive? Dive in to learn more.
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Blog
University
Why Do You Need A Full-Stack Developer?
Why do you need a full-stack developer? So many companies are looking for a well-accomplished full-stack developer because of the flexibility and versatility they bring with them.
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Blog
Cloud Services
Why Cloud Security is Paramount to your Businesses Well Being
The article emphasizes the critical importance of cloud security in today's digital landscape, highlighting its impact on company reputation, financial losses, employee training, and mandatory breach disclosure, especially in industries like government, retail, and technology.
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Blog
Analytics, AI/ML
Which Industry Pays The Highest Salary To Data Analysts?
Which industry pays the highest salary to data analysts? This blog will help you understand which industry pays the highest salary to data analysts.
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Blog
Analytics, AI/ML
Why Businesses Should NOT Use Social Listening
A few years back at the Grammys, Arbys’ Social Media team took home the tweet of the night. What for? Twitter went abuzz on the striking resemblance between singer Pharell Williams’ hat and Arbys’ logo. The vigilant team responded in jest asking for their hat back!
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Blog
Analytics, AI/ML
Why Conversational Intelligence is a Must-Have for Business Growth
Conversational Intelligence
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Blog
Workforce Solutions
What We Lose When We Lose A Woman In The Workforce
Women workforce has been forced to quit their careers to provide childcare in the past 18 months. This blog talks about the impact on an organization when they lose a woman in the workforce.
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Blog
Workforce Solutions
WHAT LEADERS NEED TO KNOW BEFORE TRYING A 4 DAY WORK WEEK
Opting for a 4-day work week is the new trend in town. Leaders should consider these four things before opting for one.
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Blog
Analytics, AI/ML
What Is Social Listening and Why Does It Matter?
With the onset of the pandemic, the digital marketplace has seen an unprecedented boom in business volumes. A recent study showed that as many as 81% of all online buyers depend on social media reviews, blogs, and influencer posts to help them decide their choice of brands. This makes social listening to a critical tool for any brand with a presence on the internet.
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Blog
Analytics, AI/ML
What It Really Takes To Scale Ai?
AI has come as a force that is changing traditional company culture.
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Blog
University
What is Programming? What is a Framework? Types of Web Frameworks.
What is programming? What is a framework? If you are a programmer, you must have heard of frameworks. Frameworks are a great way to get a head start and save a lot of time. Read ahead to learn more.
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Blog
University
What is Eclipse IDE?(Java 101)
All about Eclipse IDE: knowing the terminologies, working and functions of writing codes for Java Developers
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Blog
Analytics, AI/ML
What is Data Analytics?
What is data analytics? Data analytics is an essential technique that allows you to get insights from data
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Blog
University
What Is Full-Stack Development?
What is full-stack development?-full-stack development deals with an application's front-end, back-end, and databases. Read on to explore more about it.
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Blog
Cloud Services
What is Cloud Economics?
Cloud economics analyzes the costs of moving business operations online.
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Blog
University
What is a Full-Stack Developer? Definition, Skills, & Responsibilities
What is a Full-Stack Developer? one who handles both front-end & back-end, mastering various skills.
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Blog
Cybersecurity
What is a Botnet Attack?
What is a botnet attack? A network of hijacked computers controlled via a command channel.
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Blog
Analytics, AI/ML
The Transformational Impact Of Generative AI: A Roadmap For CIOs And CTOs
Empower CIOs/CTOs with Generative AI roadmap for business innovation.
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Blog
Application Development
VALUE OF PERSONALIZATION
Personalizing customer interactions creates lasting impressions. Learn the value of personalization.
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Blog
Workforce Solutions
January 15, 2024
Universal Basic Income And The Future Of Work
Examining UBI's effect on work dynamics, job stability, and growth: Shaping the future of work.
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Blog
Workforce Solutions
Using Digital Tech To Support Employees Mental Health And Resilience
Looking to master Java beginner-level projects that can help you establish your career? Get in touch with Cogent Infotech today and add wings to your career!
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Blog
Analytics, AI/ML
January 30, 2024
Understanding Sentiment Analysis with Social Listening
Grow business with sentiment analysis and social listening.
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Blog
Workforce Solutions
Trans-Inclusive Workplace: 5 Considerations For Companies
Explore key steps to build a 100% trans-inclusive workplace in this article.
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Blog
University
Understanding Reinforcement Learning
Explore the capabilities of AI and machine learning, focusing on reinforcement learning.
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Blog
Analytics, AI/ML
U.S. Restaurants and Consumer Behavior in a Covid-Recovering World
U.S. restaurant COVID-19 response: changes in habits, hygiene, and innovative recovery.
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Blog
Application Development
Transforming The End-to-End Model Life Cycle Through Digitization
Transform model life cycle via digitization with Cognet Infotech implementation.
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Blog
University
Top 5 Industries Hiring Java Professionals
Java developers are one of the highly sought-after professionals in the US. Many industries require Java developers for the development of applications and websites.
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Blog
University
January 22, 2024
Answers To Top 11 Questions About a Career In Java
Considering a Java career?It's demanding but rewarding.Get all the answer you need to start learning
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Blog
Workforce Solutions
Top Challenges for Recruiters in 2022 and How To Overcome Them
Recruiters faced many 2021 challenges. See the top 2022 challenges and solutions for recruiters.
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Blog
University
Top Java 8 Features With Examples
Boost coding skills with top Java 8 features! From lambdas to streams, enhance code efficiency.
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Blog
Analytics, AI/ML
January 18, 2024
Top AI Trends to Look for in the Media & Entertainment Industry
Businesses, including Media & Entertainment, are adopting AI. Discover top AI trends in the industry
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Blog
University
January 20, 2024
TOP 6 REASONS WHY DATA SCIENTIST SHOULD KNOW JAVA
Here are Top 6 reasons data scientists should know Java, a key language in this growing profession.
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Workforce Solutions
Top 5 Recruitment Trends of 2023
2022 was a year of seismic shifts in the recruitment landscape. The dynamics tilted in favor of the candidates, with an unprecedented rise in job vacancies combined with a surprising dip in applications. Now, the challenge for recruiters is to rethink and reinvent their strategies to lure the best talent. "Top 5 Recruitment Trends for 2023" offers a deep dive into the contemporary state of recruitment.
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Blog
University
January 18, 2024
Top 5 Java interview questions and answers you need to know
Article on Java interview questions: OOP, garbage collection, method overriding, constructors, wait
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Blog
University
Top 5 Future Career Options for Java Developers
Career Option for Java developer
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Blog
Workforce Solutions
University
Top 10 Jobs of the Future - For 2030 And Beyond
Explore emerging careers that will shape the workforce and drive innovation in a rapidly changing world. Check 10 jobs that will be relevant in 2030 & beyond.
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Blog
University
Top 25 Java Interview Questions
These are the top 25 Java interview questions to crack job interviews. Applications range from the Internet of Things (IoT) to Android apps.
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Blog
University
Top 10 Skills Required to Become a Full-Stack Developer in 2022
Top 10 Skills for Full-Stack Developers in 2022: Essential Guide
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Blog
Workforce Solutions
January 30, 2024
Three Strategies Toward Better Mental Health in The Workplace
Reduce $1 trillion yearly loss from poor mental health in firms. Explore solutions.
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Blog
University
Top 10 Java developer jobs in the future
Learn about the top Java developer jobs and how Cogent University's 8-week bootcamp can help you find a better job in the US.
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Blog
University
Workforce Solutions
Today's Skills, Tomorrow's Jobs: How Will Your Team Fare in the Future Work
As work and workplaces take on new contours, learn what steps will be needed to retrain employees, enhance skill sets, and prepare your teams for the future.
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Blog
Workforce Solutions
Tips and Techniques for Scaling Investment in Adaptation and Resilience
Invest in Adaptation & Resilience: Key Tips to Scale Climate Response
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Blog
Analytics, AI/ML
Three Ways in Which AI is Transforming Marketing
In this blog, we will talk about how AI is transforming marketing. Click here to get an in-depth understanding of the topic.
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Blog
Workforce Solutions
Three Steps to Supercharge DEI Capability
Learn how organizational DEI capabilities can be supercharged by personalizing training, defining critical situations and behaviors, and measuring impact.
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Blog
Workforce Solutions
January 30, 2024
Three Keys to Building a More Skilled Post-Pandemic Workforce
Post-Covid: 3 keys to a skilled workforce amid employee life changes.
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Blog
Workforce Solutions
Therapy for Every Budget: How to Access It
Therapy for every budget: how to access it, therapy sessions hold utmost importance if you are struggling with any mental condition.
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Blog
Cloud Services
The Success behind Digital Transformation
The Success behind Digital Transformation, Digital transformation is meant to offer a gamut of benefits to help businesses to make big strides.
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Blog
Workforce Solutions
Application Development
The Three Building Blocks Of Exceptional Customer Service
This article discusses the process of bringing about customer-experience transformation. Here are three building blocks of exceptional customer service.
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Blog
Analytics, AI/ML
The Strategy-Analytics Revolution
The strategy-analytics revolution is about analyzing the future market conditions and strategizing ways to grow tremendously and sustain.
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Blog
Workforce Solutions
THE SOFTWARE TALENT GAP IN THE AEROSPACE AND DEFENSES
This blog will look at the impact of the software talent gap in the Aerospace and Defence Industry.
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Blog
Workforce Solutions
The State of Diversity in the US Private Equity Market
Diversity's impact on US Private Equity: parity and belonging
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Blog
Workforce Solutions
The Revolution Of Work In The United States: A Deep Dive Into Generative AI's Impact
Generative AI reshaping US work: automation, job roles, future
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Blog
Analytics, AI/ML
The State of Grocery in North America
Climate change reshaping jobs, migration, tech, and workforce
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Blog
Workforce Solutions
THE ROLE OF DYNAMIC TALENT ALLOCATION IN SHAPPING THE FUTURE OF WORK
Dynamic talent allocation: shaping the future of work
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Blog
Analytics, AI/ML
The Most Valuable Computer Vision Smart City Applications (2023 Guide)
AI, IoT, computer vision reshaping 2023 smart cities
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Blog
Analytics, AI/ML
THE RAPID EVOLUTION OF FOOD DELIVERY
Pandemic reshapes industries, including food delivery
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Blog
Analytics, AI/ML
The Online Buzz Around the COVID-19 Vaccine - A Summary by Cogent inCIghts
The onset of social distancing measures in response to the COVID-19 pandemic resulted in a substantial increase in buzz on social media, much of which was centered around the virus itself. Globally, over 40 million conversations about the COVID vaccine have taken place in the last 6 months on social platforms, with the USA accounting for 30% of the conversation pie.
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Blog
Workforce Solutions
The Impact of Climate Change on the Future Workforce
Climate change reshaping jobs, migration, tech, and workforce.
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Blog
Workforce Solutions
The Impact of Social Conditioning on Women's Leadership
Social conditioning hinders women's leadership progress
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Blog
Analytics, AI/ML
The indispensability of Business Analytics
Gone are the days when business analytics used to be a tiny blip on the tech horizon, which even the C-suite was finding hard to grapple with. Today, large, medium, and small enterprises are all recognizing how analytics can break down vast troves of data into digestible chunks of information which can prove beneficial for business growth.
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Blog
Analytics, AI/ML
The Increasing Importance of Social Intelligence for Retailers
Social intelligence: harnessing social media feedback for retailers
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Blog
Workforce Solutions
The Great Attrition is making hiring difficult. Find out why!
HR faces talent acquisition, retention, and pool challenges
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