Upskilling Resources

Want to learn Machine Learning or upskill in AI? Here's a curated list of free & affordable resources—grouped by level: 🔹 Beginner-Friendly Courses - Machine Learning Specialization by Andrew Ng (Coursera) A solid introduction to machine learning fundamentals using Python. https://lnkd.in/gAfNzNR8 - Deep Learning Specialization by Andrew Ng (Coursera) Dive into neural networks, CNNs, and sequence models with one of the most trusted instructors in AI. https://lnkd.in/gytuzVBB - Neural Networks by 3Blue1Brown (YouTube) A visual and intuitive series explaining how neural networks work from the ground up. https://lnkd.in/gTbbvtwD 🔹 Intermediate to Advanced Learning Paths - Practical Deep Learning for Coders by fast.ai Project-based learning using real-world data with PyTorch—great for aspiring ML engineers. https://course.fast.ai/ - Neural Networks: Zero to Hero by Andrej Karpathy (YouTube) A hands-on coding series building neural networks and even a mini GPT from scratch. https://lnkd.in/gvxecNZ3 - Deep Learning (Book) by Ian Goodfellow, Yoshua Bengio, and Aaron Courville https://lnkd.in/g5bEJ5Pt A foundational text in modern deep learning theory and applications. - Pattern Recognition and Machine Learning by Christopher Bishop A rigorous and probabilistic perspective on ML. Best for those with some background in statistics. https://lnkd.in/gJ_3PYtg 🔹 Special Focus: LLMs & Transformers - Full Stack Deep Learning: LLM Bootcamp A practical bootcamp designed for building, fine-tuning, and deploying large language models. https://lnkd.in/gQHFxuUR - The Illustrated Transformer by Jay Alammar (Blog) A beautifully illustrated guide to understanding transformer architecture. https://lnkd.in/gX8Yixhp - AFAIK.io – Concept Prerequisites & Roadmaps Interactive learning maps that show what to learn (and in what order) for ML and AI topics. https://www.afaik.io/

Upskilling Strategies: Yesterday we looked at the Upskilling for business success and today we're going to look at customizing learning pathways for your Tech team. In today’s tech landscape, a one-size-fits-all approach to training just doesn’t work. To build a high-performing, future-ready tech team, upskilling programs need to be personalized and role-specific. 🔍 Start by assessing your team’s current skills: Use skills assessments, 360-degree feedback, and project performance reviews to understand the strengths and gaps within your tech teams. 🔑 Tailor learning pathways to meet the needs of specific roles within your organization. A few examples: ·       Cloud Engineers can benefit from certifications and training in platforms like AWS, Microsoft Azure, or Google Cloud. ·       DevOps Teams should focus on tools like Docker, Kubernetes, Jenkins, and CI/CD pipelines to streamline workflows and improve collaboration. ·       Cybersecurity Specialists need continuous learning in threat detection, encryption, and certifications like CISSP or CEH. ·       Software Developers could advance their skills in languages like Python or Java, or explore microservices and API development. 🎯 Personalization matters. When you align learning paths with individual roles and career goals, your team is more engaged and motivated, and the impact of upskilling is much greater. To create a successful upskilling strategy: ·       Set clear development goals based on current and future business needs. ·       Leverage e-learning platforms that offer customizable learning paths and assessments. ·       Encourage mentorship and peer learning to reinforce new skills within the team. ·       Investing in personalized learning paths doesn’t just future-proof your workforce—it drives innovation, improves retention, and keeps your tech teams agile and ready for the challenges ahead. Are your upskilling programs tailored to the unique needs of your tech team? #upskilling #personalizedlearning #techtrends #cloudengineering #DevOps #cybersecurity #continuouslearning #workforcedevelopment

I spent the last few weeks hunting down the best AI learning resources out there and I finally put them all into one video. From ChatGPT prompt engineering to building RAG agents to the latest AI reports, I’ll be breaking down 17 resources that can help you actually upskill in the next 4 months. Here you’ll learn: 👉 Which resources are free vs. paid 👉 The duration, format, and difficulty level of each 👉 Who they’re best for (students, professionals, founders, or educators) 👉 Real pros and cons so you don’t waste months figuring it out on your own. Whether you’re just starting with AI or looking to deepen your expertise, this roadmap will help you upskill faster and smarter in the next 4 months. The main video is live on our YouTube channel. You'll find the link in the comments!

[#Careertips] UPSKILLING STRATEGIES In today ever changing world, we need to keep ourselves relevant in order to keep creating values for the organization, especially if we would like to keep growing in our career. For example: if we have aspiration to be People Manager, having understanding of technical skills is not enough, we need to start learning about managing people. Even if we want to move within specialist field, for example: if we would like to move from Data Scientist to Senior Data Scientist, having understanding of a more advanced technical knowledge will help with your career growth. The question is how then we do the upskilling for ourselves? Here are some ways that you could consider: 💼 JOB ROTATION / NEW PROJECTS Find out internal career opportunity that can give you exposure for a broader knowledge. It can be internal career mobility or participate in a cross functional projects in a new area that you want to learn for 📖 READING BOOKS Book is still a good resources to learn about new knowledge. What I would like to suggest is don't stop only at reading the book but come up with your own practical summary on how you could apply what you learn from the book. I am applying the tips from Dale Carnegie book "How to Win Friends and Influence People" and it helps me a lot in relationship building. 💻 ONLINE LEARNING There are various online learning provider, such as LinkedIn Learning that provide various resources on many topics. Find the one that suits with your needs and aspiration. Again, to make the learning effective, you need to come up with your own practical ways to apply the knowledge. 🏢 FORMAL/INFORMAL EDUCATION You could also consider taking further education to advanced your learning. Of course, the decision of the degree, major, university, etc. needs to be based on what do you want to achieve. Another option is to take specific bootcamp. You need to do research to find the valid one and not getting into scam. Better if the bootcamp could also help you with job placement. 👨 FIND MENTOR Have a mentor could also help you in navigating your career and learn on how to manage a difficult situation based on your mentor experience. Apart of the different ways of learning, below mindset are equally important. 🧠 GROWTH MINDSET We need to have internal motivation to keep growing. Having growth mindset will serve us as internal reminder that we need to keep doing better tomorrow vs today. 🏔 RESILIENCE Try a new thing wont be easy. There would be moments when we feel like giving up. However, winner is usually for those who have resilience and not easy to give up. 🙅♂️ THE COURAGE TO SAY YES (AND NO) When your manager give you a new projects that can help with your development and you have doubt whether you can deliver, you need the courage to say YES. You also need to say NO to things that distract your growth. By saying NO, you open opportunity to say YES. Image by vectorjuice on Freepik

Balancing upskilling with the current job role This requires a strategic planning and loads of commitment which is little taxing yet attainable . Some practical steps to help achieve this :  Identify own Skill Gaps   - Self-Assessment: Evaluate your current skills and identify areas that need improvement or new skills you want to acquire vs       new challenges that you face   - Feedback: Seek feedback from managers & mentors to understand where you can improve.  Set Clear Goals  .  - Prioritize: Focus on skills that align with your career aspirations and job requirements with relevant and time bound goals  Create a Learning Plan   - Schedule Time: Dedicate specific time slots for learning, such as early mornings( which I feel is best), lunch breaks, or even weekends.  Try & Leverage Online Resources   - E-Learning Platforms: Utilize online courses from platforms like Coursera, Udemy, LinkedIn Learning, and others.   - Webinars and Podcasts: Join webinars and listen to industry-relevant podcasts -very relevant tools    Take Advantage of Company Resources   - Training Programs: Participate in any in-house training programs or workshops offered by your employer.   - Mentorship: Seek mentorship from more experienced current or ex-colleagues to gain insights and guidance.   Practice and Apply New Skills   - On-the-Job Practice: Look for opportunities to apply new skills in your current role.   - Side Projects: Work on side- projects or volunteer for tasks that allow you to use and hone new skills.   Join Professional Networks and Communities   -Networking: Join professional groups, attend industry conferences, and participate in networking events  Stay Consistent and Motivated Celebrate Milestones: Reward yourself for achieving milestones to stay motivated. By integrating these strategies into your routine, you can successfully upskill while maintaining your current job responsibilities, ultimately enhancing your career prospects and professional growth 😊 #upskill #learn #networking #mentorship #goalsetting #skillgap #feedback #partcipate #practice

According to an October jobs report from Dice, over 50% of all U.S. tech job postings now require 'AI skills' - and the numbers aren't slowing down. Additionally, LinkedIn profiles with relevant AI keywords, experiences, and skills are more likely to appear in searches on LinkedIn Recruiter. If you've been holding off on upskilling with AI, it's not too late. Here's my 'starter kit' for those looking to start their upskilling journey ↓ 1 - Complete a foundational AI course (for free) Free courses from top schools, designed to give you a foundational understanding. Harvard: https://bit.ly/3WSYsdY MIT: https://bit.ly/4o73AHz DL AI: https://bit.ly/4nfsinX 2 - Get informed on key topics Learning from experts in the field about pivot conversation in AI. TED, Gary Kasparov: https://bit.ly/4nn8K0O TED, Zeynep Tufekci: https://bit.ly/4ofZZXu TED, Sam Harris: https://bit.ly/3L4KCCG 3 - Stay updated on trends and news Daily or weekly news on new tools and tech. The Rundown: https://www.therundown.ai/ Superhuman: https://www.superhuman.ai/ Ben's Bites: https://lnkd.in/eNRc63V4 4 - Complete a meaningful certification Get deep knowledge that carries weight in industry. IBM: https://bit.ly/3JneV78 AWS: https://bit.ly/47kIkH7 NVIDIA: https://bit.ly/4oy2uo0 5 - Apply what you've learned to a project Once you've got the head knowledge, apply it to a project at work. Here are some places where you can learn about AI projects. - Open AI Developer Community - HuggingFace Community - DigitalOcean Community Start prepping for the 2026 hiring surge now. _ _ _ Want my full list of 36 courses and resources? I've compiled and curated a free playbook. Get it here → https://bit.ly/3JoXUcM

Upskilling is one of the most valuable things you can do for your career, but I often hear concerns about the costs. While certain courses and certifications are objectively unaffordable, especially during unemployment, there’s a lot of upskilling that you can do for free, such as: 1. Attend webinars and online workshops 2. Read a book at your local library 3. Attend informational interviews 4. Network on social media 5. Catch up with newsletters in your inbox 6. Do a knowledge transfer with a friend whose job you like 7. Take free online courses (Google, Coursera, OpenLearn) 8. Join industry-related groups 9. Listen to podcasts 10. Watch YouTube 11. Use up all the free resources provided by your university (Alumni benefit, too) 12. Join online study groups/forums 13. Take advantage of free trials and don’t forget to cancel them 14. Read a new blog 15. Explore open-source projects Or master what you already know. : ) You don’t have to return to school or splurge on expensive learning materials to improve your skills.

I recently had the opportunity to speak to the current Become a Solutions Architect (BeSA) cohort about the power of upskilling, particularly in cloud and AI. The members of that program inspire me with their drive and willingness to learn. Here's why I believe everyone should make the time to develop their cloud and AI Skills: Future-Proofing Your Career: Learning AI and cloud technologies isn't just for tech professionals. These skills are becoming increasingly valuable across all industries. Remember, every job evolves, and continuous learning shows tenacity and curiosity.   What Upskilling Says About You: ·      Adaptability and self-motivation ·      Strong time management skills ·      Critical thinking and problem-solving abilities ·      Technological awareness and trend responsiveness   My Message to You: Just Start Learning! Invest in your own development. There are many paths to choose from: ·      Join a community like the BeSA program https://besaprogram.com/ ·      Self-paced learning with AWS Skill Builder https://skillbuilder.aws ·      Expert-led classes at AWS Skills Centers https://lnkd.in/gRPjdZn8 ·      Gamified learning like AWS SimuLearn https://lnkd.in/eDix3Q5t or AWS CloudQuest https://lnkd.in/eCxVgiWv ·      Tune into educational programs like Twitch https://lnkd.in/etnrjDUK or YouTube Experiment and find the path that works for you. Dedicating just a few hours a week can transform your skillset and professional life. Every journey begins with a single step. Take that step today and start your upskilling journey!

Don't just wait around for your next job! Every day you spend “looking” is an opportunity to LEVEL UP. Here are 8 ways to make your job search productive AND career-forward: Take Online Courses ↳ Learn something new and earn certificates you can actually show off. AI, marketing, leadership ~ whatever moves the needle for your career. Boost Your Digital & AI Skills ↳ Excel, SQL, project management tools… and AI like ChatGPT or MidJourney. Even basic AI knowledge makes you stand out. Sharpen Your Soft Skills ↳ Communication, leadership, negotiation. The stuff AI can’t replace. Practice explaining complex ideas clearly ~ it’s gold for interviews. Network Smarter ↳ Webinars, LinkedIn groups, virtual meetups. Ask questions, engage, and sprinkle in insights about trends ~ like AI or your niche. Volunteer or Freelance ↳ Short-term projects, remote gigs, or volunteering. Real experience that builds your resume AND confidence. Know Industry Trends ↳ Follow blogs, podcasts, newsletters. Be the candidate who can talk about what’s next ~ not just what’s now. Create Content Around Your Expertise ↳ Share posts, write articles, or make short videos. Thought leadership gets you noticed before you even apply. Side Gigs That Work ↳ Fiverr, Upwork, or part-time contracts ~ earn cash, gain experience, and grow skills that align with your dream role. Bottom line → Job hunting isn’t just about sending resumes. It’s about showing growth, curiosity, and adaptability every single day. Which of these 8 are you starting this week? Or do you have a favorite upskilling hack I missed? Comment below!

Leveling up while on the job market... Candidates ask me all the time: "I'm looking to level up, what certifications would you recommend?" My honest answer: "You have to do what's best for you or what may interest you." Why? 1. I hate to see people get certified in something that while may be big in the industry, there is no guarantee you'll use in your next role. - i.e. Getting Marketo certified is great, but if you land your next role and they use Salesforce Marketing Cloud or HubSpot...does it matter? 2. Many of these certs are PRICEY. There are a lot more ways to level up without spending hundreds on a particular certification. Here are some free upskill resources for marketing: HubSpot Academy: Offers free courses and certifications in inbound marketing, content marketing, email marketing, and more. Google Digital Garage: Provides a range of free courses, including the "Fundamentals of Digital Marketing," with a certification option. Google Skillshop: Offers free training on Google's professional tools like Google Ads and Google Analytics. Facebook Blueprint: Provides free courses and certifications focused on Facebook and Instagram marketing. LinkedIn Learning: Offers a selection of free courses on various marketing topics. Ahrefs YouTube Channel: Offers free marketing guidance and actionable content. #upskilling #jobsearch #freecertifications