If you're wondering, "Is a Machine Learning Certification worth it in 2025?" here are some honest thoughts 👇Short answer - Yes, ML certifications are valuable. They can lead to real career growth, better salaries, and help you stand out in an increasingly crowded talent pool.𝗪𝗵𝘆 𝗜𝘁’𝘀 𝗪𝗼𝗿𝘁𝗵 𝗜𝘁1. Career Growth:Over 60% of certified professionals report getting promoted, and around 1 in 3 see salary increases, often above 20%. Certifications help you pivot into ML roles faster and take on more technical responsibilities.2. Stand Out in a Crowded Field:Hiring managers are flooded with resumes, and if you have a certification from Google Cloud, AWS, or Microsoft they assume that you’re applying it in cloud-native, production-ready ways.3. Industry Recognition:Top-tier certs like:✅Google Cloud Professional ML Engineer✅Amazon Web Services (AWS) Certified ML- Specialty✅Microsoft AzureAI Engineer Associate✅Databricks Certified ML Professional…are recognized by employers and often show up as "preferred qualifications" in job listings.4. Employer Value:Typically, certified employees are seen as more productive, innovative, and independent. Companies say they trust certified hires to build models that actually work in production, I have always seen it as a requirement in big techs atleast. 5. Rising Demand:AI/ML jobs are expected to grow 40% between 2023-2027, and the fastest-growing demand is for engineers who understand ML and how to ship it, exactly what most cloud certs focus on.𝗪𝗵𝗼 𝗦𝗵𝗼𝘂𝗹𝗱 𝗖𝗼𝗻𝘀𝗶𝗱𝗲𝗿 𝗜𝘁→ Career Switchers:If you'r trying to move from product, business, or academic backgrounds into AI? A cert gives you structure and credibility to break into the field.→ Tech Pros (Early to Mid Career)If you're already a SWE or data engineer? A cloud ML cert can help you transition into ML roles or MLOps roles and get noticed for internal promotions.→ Hands-On Learners:Certs with project-based components, like deploying models on GCP’s Vertex AI or AWS SageMaker are especially valuable. Employers love to see that!𝗪𝗵𝗮𝘁 𝘁𝗼 𝗞𝗲𝗲𝗽 𝗶𝗻 𝗠𝗶𝗻𝗱→ Cert != Experience:A cert alone won’t get you the job. Pair it with real projects: open source work, GitHub repos, Kaggle comps, or cloud ML demos.→ Certification vs. Certificate:A certification involves a proctored exam and industry recognition (like AWS, GCP). A certificate might just mean you completed a few videos. So, it's not the same weight.So, Be Selective! Skip generic "ML Bootcamp" or $10 Udemy-style courses unless they include real-world, resume-worthy projects. Rather, focus on programs that teach tools actually used in production.My 2 cents 🫰 An ML certification in 2025 is absolutely worth it, IF you choose the right one and back it up with hands-on experience. It's a good asset that signals your skill, curiosity, and job-readiness :)

The cybersecurity certification game has changed dramatically in 2025. After reviewing hundreds of job postings and talking with hiring managers, here's what actually matters now and what's become obsolete.The Big Shifts:Cloud certifications are now commanding 15-20% salary premiums. AWS Security Specialty and Azure Security Engineer aren't optional anymore, they're expected. If you're picking one, follow the money. AWS dominates most markets, but Azure leads in government and enterprise.CISSP remains essential for leadership roles, but timing matters. Early-career professionals with CISSP often get labeled as "title hunters." Save it for when you have 5+ years experience and are eyeing management positions.The surprising winner? Specialized beats generalist every time. Certified Kubernetes Security Specialist (CKS) holders are writing their own tickets. OSCP continues to destroy CEH in market value and employers want proof you can hack, not just talk about it.What's Working by Career Stage:Entry Level: Security+ remains your ticket in. Pair it with cloud fundamentals (AWS/Azure) for maximum impact. Cost: ~$400-600 total. ROI: Excellent.Early Career (1-3 years): Go deep, not broad. SOC analysts need CySA+ or GMON. Future pentesters need OSCP. Skip generalist certifications entirely.Mid-Career (3-7 years): Choose your path. Technical track? Advanced cloud security or DevSecOps certs. Leadership track? Start that CISSP journey.Senior (7+ years): CISSP + business acumen wins. Add CISM for GRC roles or maintain technical edge with architect-level cloud certifications.The Reality Check:CEH is dying. Despite appearing in job posts, hiring managers increasingly view it as outdated. Don't waste your money.SANS certifications are incredible but at $7,000+, calculate carefully. Three specialized certifications might open more doors than one premium cert.AI security certifications are mostly hype. Stick with established providers adding AI modules to existing programs.The certification landscape evolves fast, but the principle remains constant: certifications open doors, skills keep them open. Choose credentials that align with where you're going, not where you've been.What's your certification strategy for 2025? Are you going deep in a specialty or building breadth?#Cybersecurity#Certifications#CareerDevelopment#InfoSec#CloudSecurity#TechCareers

I’ve reviewed 1,000+ LinkedIn profiles over the past 5 years.Here are 8 tips to turn your LinkedIn profile into a job-generating machine:1. Upgrade Your Profile PictureLike it or not, your profile picture is your first impression.Make it a good one:- Upload your PP to Photofeeler .com- Analyze the feedback- Reshoot/edit your picture based on the dataRepeat until your scores are good!2. Leverage KeywordsThe right keywords help you show up in more searches.Here's how to find them:- Find 5+ job descriptions for target roles- Paste them all intoResyMatch.io's JD scanner- Save the top 15 skillsWeave them into the rest of your profile!3. Write A Killer HeadlineI like to use this headline formula:[Keywords] | [Skills] | [Results-Focused Value Proposition]Example for a data scientist:Data Scientist | Python, R, Tableau | I Help Hospitals Use Big Data To Reduce Readmission Rates By 37%4. Write A Killer AboutA great About section has 3 parts:- A short paragraph that speaks to your job, years of experience, and value prop.- Five "case study" bullets that showcase specific results.- Your email w/ a CTA for people to connect with you.Include keywords!5. Leverage Your Featured SectionIt’s hard to convey your value on a resume or in an About section.This is your chance to show people what you’ve done on your terms.Include things like:- Case studies of your work- Content you’ve created- Posts you’ve written6. Skills MatterLinkedIn uses profile Skills sections to rank candidates.Here’s how to boost your rank:- Add every keyword from your ResyMatch scan- Choose the top 5 most relevant skills- Ask colleagues, friends, family, & classmates for endorsements (aim for 5)7. Engage & Support OthersComments can generate tons of profile views!Here’s how:- Find 10+ thought leaders in your target space- Bookmark their post feed- Check their feeds daily- Leave a supportive, valuable comment on each new postRepeat for a minimum of 30 days8. Create Content!Content is networking at scale.One post can reach more people than your entire connection base.It also allows you to showcase value in your own words, on your own terms.It can feel scary, but only 1% of people do it—and the returns are huge.

“How can I get work experience without work experience?”This is a catch-22 that some students and recent graduates often encounter as they navigate their early career journeys. ⭐ Here are a few ways I got around it and some things I recommend:1️⃣ Take free certifications, courses, fellowships, and boot campsThere are so many online certifications and courses for technical and nontechnical industries—a few are free, too! When I lacked experience, I took a few of these to sharpen my skills, and I included them on my resume and LinkedIn.Some platforms I recommend includeAcadium (marketing courses),LinkedIn Learning,Coursera,Skillshare,Grow with Google,Verizon Skill Forward (technical courses), and of course,YouTube University. Bonus: Free fellowships and boot camp programs are great too! A few I recommend areCOOP,Colorwave,CodePath,Kode With Klossy,Springboard andCareerFoundry -ProFellow is a great website for finding fellowships.2️⃣ Apply for professional development programs These programs are usually for those who don’t have much work experience and partner with Fortune 500 companies for program support and to hire program alumni.In addition to internships, they provide mentorship, career development workshops, and a robust alumni network. Some programs I recommend include MLT Career Prep,INROADS,The LAGRANT Foundation, and SHPEP (pre med/health). 🎯 You can find a list of programs here:https://lnkd.in/gzrai8Bn3️⃣ Complete micro-internships or externshipsThese programs are usually less than 4 weeks, project based, sometimes paid, and a great way to beef up your resume by doing projects with cool brands. You can find opportunities like these on platforms such asParker Dewey,Extern, andForage4️⃣ Do freelance work When I started my marketing career, I created my own agency where I worked with small-owned businesses. This helped me stand out in my interviews and further grow my portfolio. Create the work experiences you need to get the job you want.5️⃣ Hyped up my extracurriculars and passion projects In college, I was heavily involved in my sorority and did a lot of work in recruitment and managing our digital branding. Throughout my resume, I emphasized my wins using Google’s XYZ format to highlight my leadership efforts and show that I was a well-rounded candidate. I also ran a college & lifestyle blog which helped me grow in my marketing, graphic design, and communications skill set. By having it listed in my resume as work experience, it was always a hot topic in my interviews Don’t be afraid to share on your resume who you are outside of work because the lessons you learn in those experiences can translate into transferable skills for the workplace. 💌 and while you're at it, check out my YouTube video to help you find some of these opportunities:https://lnkd.in/gm3PB-ae#earlycareer#internships#jobhunting#entryleveljobs

I've trained 600+ project managers over the last 3 years. From budding teams in start-ups to large-scale projects in multinational corporations. Hre are 9 challenges and recommendations frequently shared. 1) Scope Creep Management It's daunting when project deliverables keep changing. Without clear boundaries and pushback, projects will derail. Highly recommend reading "Scope and Requirements Management" and "Effective PM and BA Role Collaboration" to solidify your scope management strategies. 2) Time Management Effective PMs understand that every minute counts. Design an “Ideal Project Week” and schedule critical tasks. Risk assessment? Schedule it. Stakeholder meeting? Schedule it. Documentation review? Schedule it. 3) Stakeholder Engagement Project Managers need to skillfully manage stakeholder expectations. Instead of just updating on progress, send out agendas ahead of stakeholder meetings. Focus on critical discussion points, and be prepared to address the top concerns. 4) Resource Allocation It's tempting to bring in the best talents, but ensure they align with the project's current needs. Don’t bring in a high-level consultant when you need hands-on expertise on the ground. 5) Driving Team Accountability Inconsistent team updates and feedback loops can hurt a project's momentum. As the PM authority, establish regular checkpoints. Embrace the mantra: “Consistency is the heartbeat of projects.” 6) Clear Project Objectives If stakeholders or team members can't quickly summarize the project's goal and outcomes, there’s a clarity issue. Consider methodologies like SMART goals to crystallize your objectives. 7) Handling Conflicts Project disputes, if not addressed promptly, can escalate and impact delivery. Address conflicts head-on. Familiarize yourself with techniques from "Crucial Conversations" for effective resolution. 8) Budgeting Managing finances is critical. A well-told narrative about your project’s ROI and value proposition is invaluable. Understand your budget's narrative, including how resources are allocated, potential ROI, and long-term project benefits. This narrative informs future budgeting decisions. 9) Project Strategy Many project managers grapple with succinctly defining their approach. A clearly articulated strategy not only provides direction but aids in stakeholder buy-in. I highly recommend diving into the "Project Management Body of Knowledge (PMBOK)" to sharpen your strategic skills. How do you prioritize and balance stakeholder engagement with ensuring timely project delivery, especially when faced with conflicting interests?

I've coached executives across five continents, and here's the brutal truth: The professionals getting promoted aren't necessarily the smartest—they're the fastest learners.While everyone else is consuming content passively, top performers have cracked the code on accelerated learning. They don't just read about strategy—they can teach it back to you in 60 seconds.✅ TheHarvard Business Review's latest research confirms what I see daily: Professionals who can learn and apply new concepts 10x faster than their peers become indispensable in half the time.Here's the framework that separates rapid learners from information collectors:• Explain like you're 5 → Simplify complex concepts into basic terms• Visualize the process → Create mental maps of how things work• Break it into chunks → Divide big concepts into 3-5 digestible parts• Find the patterns → Extract rules and formulas you can apply elsewhere• Relate to real life → Connect every concept to situations you encounter daily• Use analogies → Compare new ideas to familiar concepts you already know • Break the myths → Identify 3 misconceptions and learn the truth behind them• Ask the critical "why" → Understand impacts & consequences, not just facts• Teach it back → Explain the concept to someone who knows nothing about it• Challenge it → Question common assumptions and identify potential mistakes• Simulate practice → Create scenarios to apply the knowledge immediately• Turn it into stories → Transform concepts into brain-friendly narratives While your peers are still highlighting PDF articles and saving LinkedIn posts they'll never revisit, you could be mastering new skills, solving complex problems, and positioning yourself as the go-to expert in your field. The professionals who master rapid learning don't just advance faster—they become irreplaceable.Coaching can help; let's chat.#coachingtips#careeradvice#professionaldevelopment

It's time to stop calling these skills soft.They've never been more essential:These skills matter in every role,They're increasingly important in an AI world,And they're what every employer is looking for.If you want to boost your career, master these 15 essential skills:1) Proactivity↳ Begin before deadlines, give updates without being prompted, and finish early when possible2) Work Ethic↳ Embrace challenging tasks without complaint, especially when others are cutting corners3) Integrity↳ Be upfront, even when the truth is uncomfortable or the news isn't good4) Growth-Focus↳ Treat setbacks as chances to learn and see peers as valuable sources of insight5) Dependability↳ Follow through on your promises and deliver by the time you said you would6) Professionalism↳ Show up with the behavior, tone, and presence that earns others' trust7) Collaboration↳ Set ego aside and actively engage in sharing, co-creating, and supporting teammates8) Empathy↳ Care about others and show compassion in your daily interactions9) Emotional Intelligence↳ Be aware of your emotions, understand how others feel, and manage your reactions thoughtfully10) Resilience↳ Keep moving forward through difficulties, refusing to give up when things get tough11) Coachability↳ Seek feedback regularly, show gratitude for it, and make visible improvements12) Adaptability↳ Adjust quickly when things shift and support others in navigating change too13) Attention to Detail↳ Keep everything in order so nothing falls through the cracks and deadlines are met14) Accountability↳ Step up when something goes wrong and take charge of fixing it15) Creativity↳ Challenge assumptions, explore new angles, and develop original solutionsAny skills you'd add to this list?---♻️ Repost to help someone in your network.And follow meGeorge Stern for more professional growth content.

The fastest way to get promoted:Start acting like you already have been.Most people wait for someone to tell them they're ready.Top performers? They show it every day through: ☑ How they work. ☑ How they lead, title or not. ☑ What they choose to focus on.Ready for the next level? Here are 15 principles that will move your career forward, fast:1. Be the person who gets things done.↳ Results build trust.2. Take action before you’re asked.↳ It signals ownership.3. Quantify your wins.↳ Numbers make your value clear.4. Offer solutions, not just opinions.↳ Facts speak loudest, and they move decisions.5. Clarify goals before you start.↳ Keeps your work useful.6. Keep your boss updated.↳ Short updates show what’s working.7. Say yes to stretch projects.↳ Growth doesn’t wait.8. Build cross-team relationships.↳ Influence starts there.9. Track your wins weekly.↳ So when the moment comes, you're ready.10. Ask for feedback.↳ Then act on it fast.11. Stop doing low-value work.↳ Automate or hand it off.12. Teach what you learn.↳ It builds trust and credibility.13. Help others grow.↳ That’s what real leaders do.14. Build your brand.↳ Share what you know.15. Own one big project.↳ Make it unforgettable.Promotions don’t go to the most talented person in the room.They go to the one who makes their impact visible, valuable, and impossible to ignore.So, how are you going to show your value today?Drop it in the comments 👇Reshare ♻️ to help someone in your network.And give me a follow for more posts like this.

One of the hardest lessons I’ve learned in my career is this: No one will advocate for you the way you can advocate for yourself.When I first entered the professional world, I thought my work would speak for itself. I believed that if I put my head down, worked hard, and delivered great results, recognition and opportunities would naturally follow. But here’s what I discovered: While hard work is essential, visibility is just as important.It took observing how others approached their careers to realize this: The people who often get ahead aren’t just hardworking — they’re intentional about making their contributions known. They speak up in meetings, share their goals openly, and make sure their achievements don’t go unnoticed.That realization changed the way I approached my career. I began to see the importance of not just doing the work, but owning my voice and advocating for myself. Here’s what I’ve learned along the way about self-advocacy:1. Track your accomplishments. I started keeping a journal where I noted key projects, results, and positive feedback. When performance reviews came around, I didn’t have to scramble to prove my value. I had it documented.2. Ask for what you need. Whether it’s a promotion, mentorship, resources, or even a clearer direction, I learned to be upfront about my goals.3. Speak up. This was the hardest for me. I used to hold back, worried my ideas weren’t “good enough.” But I realized that staying silent wasn’t helping anyone, not me, not my team, and not the organization.Advocating for yourself isn’t about arrogance or entitlement, it’s about honoring your value. It’s about recognizing that your hard work, skills, and ideas are worth being seen, heard, and rewarded.If I could go back and tell my younger self one thing, it would be this: Don’t wait for someone else to notice your potential. Take the first step. Speak up. Celebrate your wins. Ask for what you need. Your career is yours to build, and no one else will fight for it as fiercely as you can.#StephSynergy

Before becoming an Executive, I was an INVISIBLE contributor for the first 10 years of my career. (you probably are too)I was:Dreaming of recognition but → keeping my head down and hoping someone would noticeDreaming of promotions but → waiting for my turn instead of advocating for myselfDreaming of leadership roles but → staying quiet in meetings to avoid rocking the boatDreaming of making an impact but → underselling my achievements to appear humbleTurning point? I got snubbed for promotions not once, not twice but THREE times. Staying quiet was getting me a first-class seat at my DESK. After the third snub, I realized: I can't stay quiet and expect someone to notice me. I will always care more about my career than anyone else. I can't expect someone to articulate our value for me.I worked on:Actively sharing my accomplishments: "Our team's productivity increased 30% last quarter due to the new process I implemented."Clearly communicating my career goals: "I expressed my interest in leading the upcoming project to my manager, highlighting my relevant skills."Volunteering for high-visibility projects: "I took charge of presenting our department's quarterly results to the executive team."Quantifying and presenting my contributions: "I created a dashboard showing how my initiatives saved the company $500K annually."I eventually became an executive once I put these into practice.You don't need to change jobs every time you hit a roadblock. Or throw money at the problem with another degree or certificate. Learning to articulate your value can make all the difference.To master value articulation:Keep a detailed record of your achievementsAlign your work with company objectives and highlight this connectionPractice describing your impact in concise, compelling waysSeek opportunities to present your work to leadershipRegularly update your manager on your progress and aspirationsRemember: "Your work speaks for itself, but only if you give it a voice."#aLITTLEadvice