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My Google Cloud Digital Leader Journey 🚀

less than 1 minute read



Thrilled to share I’ve passed the Google Cloud Digital Leader exam again! This achievement 🏆 isn’t just about mastering cloud tech but also marks a step forward in my cloud computing journey.

The Google Cloud Digital Leader certification is crucial for those looking to showcase their skills in using Google Cloud to innovate and solve business challenges 🌐. It covers essential cloud concepts and Google Cloud services, emphasizing practical solutions aligned with Google Cloud best practices.

Preparing for this beta exam was a unique challenge, given its fresh content and untested questions. It demanded a deep dive into Google Cloud’s vast resources, hands-on practice, and engaging with the cloud community for insights.

Achieving this certification again reinforces my dedication to staying at the forefront of cloud technology and sharing my journey and insights with you all through my blog and website. Let’s continue exploring the cloud together! ☁️✨

🎉🌥️ Breaking News: The Clouds Have Spoken! 🌥️🎉

1 minute read



In an unprecedented turn of events, the skies have cleared, and I just got the top cloud computing voice badge on LinkedIn! 🏅✨

It seems I’ve talked about the cloud so much that even the Cloud has noticed. ☁️🗣️

So, what does this mean? Will I start influencing the weather? Predicting rain with a mere glance at my server stats? Sending lightning-fast data transfers with a snap of my fingers? Only time will tell… ⚡️💻

But in all seriousness, I’m incredibly honored and humbled to receive this recognition. It’s a testament not just to my passion for cloud computing but to the vibrant community of professionals on LinkedIn who share, engage, and support each other’s growth. 🌱🤝

I promise to use this voice for good: sharing insights, demystifying the cloud for all, and maybe, just maybe, making the internet a slightly better (and funnier) place.

To all my fellow cloud enthusiasts, let’s keep the conversation going! 🌈☁️

And a fun fact to wrap this up: this celebratory post was actually written by ChatGPT. Even in celebrating cloud achievements, AI is here to lend a hand (or a word)! 🤖✍️

#CloudComputing #LinkedInBadge #TopVoice

The Game Changing Impact of Google Cloud Skills Boost Leaderboards 🚀

3 minute read


Google Cloud Skills Boost Leaderboards - Image Generated by DALL-e Google Cloud Skills Boost - Image Generated by DALL-E

The advent of gamification in learning has transformed the educational landscape, making the acquisition of new skills not just a necessity but an engaging, interactive journey. Among the forefront of this innovative approach is the Google Cloud Skills Boost platform, renowned for its incorporation of a competitive yet educational leaderboard system. This system not only motivates learners but also adds a dynamic layer of interactivity to the learning process.

Understanding Google Cloud Skills Boost

Google Cloud Skills Boost stands as a beacon for cloud learning enthusiasts, offering an expansive range of courses, labs, and quizzes tailored to elevate one’s expertise in Google Cloud technologies. The platform is designed to cater to various learning objectives, from beginners seeking foundational knowledge to professionals aiming to hone their skills. Through participation in different activities, learners accumulate points, fostering a tangible sense of progress and achievement.

Google Cloud Skills Boost Promotion to Silver League 2024-01-09 My promotion to the Silver League on Google Cloud Skills Boost

The Mechanics of Gamification in Learning

Gamification taps into the human psyche by stimulating the reward centers of the brain, thus encouraging competition and instilling a profound sense of accomplishment among learners. This psychological underpinning is what makes Google Cloud Skills Boost particularly effective. As participants engage with the material, completing courses and excelling in quizzes, they earn points and advance through leagues — from Bronze to the coveted Diamond level — mirroring a real-world progression system that keeps learners motivated and engaged.

The Role of Leaderboards

At the heart of the platform’s gamification strategy lies the leaderboard system. Each learner is placed within a cohort of 30, fostering a healthy competitive environment that drives continuous improvement. The weekly leaderboard challenges not only encourage consistent learning but also celebrate the top performers who advance to higher leagues, thereby enhancing the learning experience through competition and recognition.

Google Cloud Skills Boost Gold Leaderboard - 2024-01-27 Standing at the top of the Gold Leaderboard

Inclusivity and Flexibility in Learning

Google Cloud Skills Boost is commendable for its inclusive approach to learning. The platform ensures that taking breaks does not penalize learners; instead, it offers a system where progress can be paused, preventing any loss in league standings or leaderboard positions. Moreover, the use of randomized player names safeguards privacy and promotes anonymity, making the learning experience safe and inclusive for all participants.

Google Cloud Skills Boost Promotion to Gold League 2024-01-17 My promotion to the Gold League on Google Cloud Skills Boost

The Impact on Learning and Engagement

My personal journey with Google Cloud Skills Boost led to the achievement of two certifications, underscoring the platform’s efficacy in facilitating skill acquisition and professional development. The gamified approach has shown to significantly boost learning outcomes and engagement levels. The option to opt-out respects user preferences, highlighting the platform’s commitment to user-centric learning. Embracing the philosophy of improving “just 1% per day” can exponentially enhance one’s abilities over time, embodying the essence of continuous growth and development.

Google Cloud Skills Boost Silver Leaderboard - 2024-01-10 Leading the Silver Leaderboard


The gamification of learning, as exemplified by Google Cloud Skills Boost, is revolutionizing the way we approach education and professional development. By making learning an engaging, competitive, and rewarding process, these platforms are setting a new standard for educational experiences. As we look forward, the potential of such systems to adapt and thrive in various learning environments promises a future where acquiring new skills is not just beneficial but a genuinely enjoyable pursuit. 🌟

Google Cloud Skills Boost Data Engineer Learning Path The Data Engineer Learning Path that helped me advance

Navigating Cloud Security: Insights from the Google Cloud H1 2024 Threat Horizons Report

1 minute read



In the rapidly evolving cyber world, the first half of 2024 has highlighted crucial vulnerabilities within cloud configurations. Cryptomining, leveraging weak cloud setups, remains a dominant threat, underscoring the urgent need for robust security measures. This period has also seen a rise in ransomware attacks and data theft, challenging organizations to reinforce their defenses to safeguard their cloud environments.

Logging practices have emerged as a beacon of hope, offering illuminating insights into potential breaches and abnormal activities. Proper log management is not just a tool but a necessity for early detection and mitigation of threats.

Moreover, the landscape is increasingly being shaped by Advanced Persistent Threat (APT) actors, particularly those linked to the People’s Republic of China, who are targeting cloud infrastructures with sophisticated strategies. These actors exploit vulnerabilities to conduct espionage, data theft, and other malicious activities, highlighting the critical importance of vigilant cloud security measures.

The report calls for an integrated approach to cloud security, emphasizing the importance of continuous monitoring, advanced threat detection, and the implementation of best practices. By staying informed and prepared, businesses can navigate the complex security challenges of the cloud and protect their digital assets against the sophisticated threats of today and tomorrow.

For a detailed exploration of the emerging threats and strategic recommendations, visit Threat Horizons Report H1 2024.

Stay ahead, stay secure.

What are the best platforms for learning cloud skills?

2 minute read



The cloud computing industry has seen remarkable growth over the past few years. With businesses increasingly migrating to cloud platforms, the demand for cloud skills is at an all-time high. Whether you’re starting from scratch or looking to enhance your cloud expertise, numerous platforms can help you achieve your goals. Here’s a comprehensive guide to the best platforms for learning cloud skills.

Online Courses

Platforms like A Cloud Guru, which I have used extensively, offer a range of courses tailored to different cloud platforms and skill levels. Other notable learning platforms include:

  • Udemy: Offers a wide variety of courses across multiple cloud service providers
  • DataCamp: Ideal for those interested in data science and analytics within the cloud
  • LinkedIn Learning: Great for professionals seeking to integrate cloud skills with their business and career objectives

Interactive Labs

Hands-on experience is crucial for mastering cloud technologies. Interactive labs provide a simulated environment where you can practice real-world scenarios. Google Cloud Skills Boost, for instance, offers Qwiklabs and hands-on labs that let you use actual Google Cloud resources. A Cloud Guru offers Hands-on Labs to supplements its courses.

Video Tutorials

Video tutorials are perfect for visual learners. They offer step-by-step instructions and demonstrations. YouTube channels dedicated to cloud computing can be a valuable resource. I personally prefer A Cloud Guru since it has well structured learning paths for all levels of learners.

Books and E-books

For those who prefer reading, books and e-books are invaluable resources. They provide in-depth knowledge and often include real-life case studies. I would recommend the Google Cloud Certified Associate Cloud Engineer Study Guide by Dan Sullivan.

Podcasts and Webinars

Podcasts and webinars offer insights from industry experts and keep you updated on the latest trends. They can be an excellent supplement to your learning. Check out https://cloud.google.com/podcasts to stay updated on the latest news on cloud computing.

Online Communities

Platforms like Stack Overflow, Reddit’s r/cloudcomputing, and LinkedIn groups provide forums where you can ask questions, share knowledge, and network with professionals

Here’s What Else to Consider

When selecting a learning platform, consider:

  • Learning Style: Do you prefer structured courses, interactive sessions, or self-paced learning?
  • Current Skill Level: Some platforms cater more to beginners, while others are better suited for advanced learners
  • Certification Goals: If you’re aiming for specific certifications, choose platforms that offer courses aligned with those credentials

How do you design for system availability?

1 minute read



In this article, we provide a bird’s eye view of designing for system availability. We’ll cover the essentials: from understanding availability metrics and dissecting failure modes to applying core design principles. This overview offers a foundational understanding of how to achieve and maintain high system reliability and uptime.

Availability Metrics

Availability metrics are crucial in system design, serving as benchmarks for reliability and uptime. These metrics, often expressed as percentages, indicate the proportion of time a system remains operational under normal conditions. The gold standard is the ‘five nines’ - 99.999% availability, translating to just over five minutes of downtime per year. By regularly monitoring these metrics, engineers can identify trends, predict potential downtimes, and implement proactive measures to enhance system resilience.

Failure Modes

Understanding failure modes is integral to designing for system availability. This involves identifying all possible ways a system can fail, including hardware malfunctions, software bugs, and external factors like power outages. By mapping out these scenarios, engineers can develop strategies to mitigate risks. Redundancy is a key tactic, where critical components have backups ready to take over in case of failure, ensuring continuous system operation and minimizing downtime.

Design Principles

Design principles for system availability revolve around redundancy, scalability, and decoupling. Redundancy ensures backup systems are in place, while scalability allows the system to handle varying loads without performance degradation. Decoupling, separating system components, enhances overall stability; if one module fails, it doesn’t bring down the entire system. Implementing these principles requires a balance between cost and efficiency, ensuring the system remains robust yet economically viable.

Here’s What Else to Consider

Beyond technical aspects, consider the human element in system availability. Regular training for IT staff on emergency protocols and system updates ensures preparedness for unexpected downtimes. Additionally, clear communication channels for reporting system issues can significantly reduce response times. Finally, staying updated with the latest technology trends and security threats helps in preemptively strengthening the system against potential vulnerabilities.

How can you stay motivated when programming becomes repetitive?

3 minute read



Discover how to set achievable goals, learn new skills, seek feedback, and integrate fun into your programming routine. This article is a must-read for anyone looking to maintain their passion and drive in the world of coding.

Set realistic goals

Effective time management and maintaining a work-life balance are crucial when setting realistic goals in programming. In this fast-paced field, it’s easy to lose track of time and overcommit to work, leading to burnout. Try time blocking to structure your workday efficiently, ensuring that you dedicate focused time to coding while also allowing for breaks and downtime. Additionally, set boundaries to protect your personal time; this might mean limiting work to specific hours and ensuring you disengage from work-related tasks outside of these times. Remember, quality often trumps quantity, especially in programming, where clear thinking and creativity are essential.

Learn something new

I believe that utilizing online learning platforms for mastering new programming tools and technologies is extremely beneficial. These platforms, crafted with the expertise of training architects, provide a structured and clear learning path, particularly valuable for understanding complex programming languages and frameworks. They create a goal-oriented environment through milestones, badges, and certificates, which not only offer clear targets but also a sense of accomplishment. These achievements are motivating and valuable for one’s professional portfolio, showcasing a commitment to continuous learning and skill development.

Seek feedback and support

When seeking feedback and support in programming, clearly define your issue and provide context. Utilize online forums like Stack Overflow and GitHub to post your queries and code snippets. Also, reach out to colleagues or mentors from your professional network for personalized advice. Be open to constructive criticism and use it to improve your programming skills.

Make it fun

If you want to make programming a bit more fun, why not mix it in with your hobbies? Working on projects that you’re passionate about can really spice things up. And hey, have you tried turning it into a game? Set up some cool challenges for yourself, or celebrate little victories along the way. Also, coding with friends can be a blast — it’s like solving puzzles together. Don’t forget to mix up your learning too. There are some fun interactive tutorials and coding games out there!

Take breaks

Remember the 20–20–20 rule: every 20 minutes, take 20 seconds to look at something 20 feet away. It’s great for your eyes. Also, don’t forget to stretch a bit or grab a quick snack. Sometimes, stepping away for a short walk or a cup of coffee can really clear your head. And hey, it’s totally okay to take a longer break if you’re feeling stuck. A bit of fresh air or a quick chat with a friend can work wonders. Keep it chill and listen to your body — it knows when you need that break!

Here’s what else to consider

When you’re diving into programming keep your code clean and easy to read — think of it like tidying up your room so you can find everything later. Aim for efficiency too; it’s like finding the quickest way to do something cool without using too much power. And hey, bugs happen to everyone, so get comfy with debugging tools — they’re like your detective kit for finding and fixing little code mysteries. Plus, always keep learning and exploring new things; it’s like adding more tools to your programming toolbox.

Happy coding!

What are the risks of not training your programming team on security awareness?

1 minute read



Overlooking security training in programming teams can lead to vulnerable code, compliance issues, and a competitive disadvantage. This article emphasizes the need for effective security awareness training to mitigate these risks.

Vulnerable Code

Not training a programming team in security awareness significantly increases the risk of producing vulnerable code, leading to data breaches, unauthorized access to sensitive information, and potential legal and financial repercussions for the organization. The lack of security training can also compromise the integrity and reputation of the company’s products and services, affecting customer trust and business continuity.

Poor Practices

The absence of security-oriented practices results in code that is hard to audit and patch. This leads to prolonged vulnerabilities and challenges in maintaining code integrity, posing security risks and impacting the overall quality and sustainability of the software.

Human Error

The risk of human error underlines the importance of the human factor in cybersecurity. Comprehensive security training for programming teams is crucial, not just for safeguarding data and systems, but also for fostering a culture of security awareness. Informed programmers are more vigilant and less likely to expose themselves or their work to cyber threats, enhancing the organization’s digital resilience and integrity.

Lack of Compliance

Educating programming teams about regulations is vital not just for avoiding fines or penalties, but for cultivating a responsible and informed workforce. This leads to more ethical coding practices and strengthens the organization’s reputation in terms of its commitment to data protection and privacy.

Competitive Disadvantage

In today’s digital landscape, excelling in security practices is crucial. It’s about being proactive and gaining customer trust and reliability by staying ahead in security measures.

How to Train Your Programming Team on Security Awareness

To effectively teach your programming team about online safety, make the training personal and relevant. It’s about understanding the importance of security measures, not just following rules. Start by assessing their current knowledge and identifying learning needs. Choose engaging training methods, like interactive online courses or hands-on workshops. Ensure the training is interesting and directly related to their work, incorporating real-life examples and practical tips for daily application.

Deploying Serge on GCP: A Step-by-Step Guide

3 minute read


Serge is a chat interface that allows you to run Alpaca models without the need for any API keys. It is entirely self-hosted, fits on 4GB of RAM, and can run on the CPU. In this guide, we’ll walk you through the steps required to deploy Serge on Google Cloud Platform (GCP).

Before we get started, make sure you have a GCP account set up and are familiar with the basic concepts of GCP, including creating and managing virtual machines, and setting up firewall rules.

Step 1: Create a Virtual Machine

The first step in deploying Serge on GCP is to create a virtual machine. We recommend using a machine type with at least 4GB of RAM and a CPU. You can choose any operating system you like, but I recommend using a Linux-based distribution such as Ubuntu or Debian.

To create a virtual machine in GCP, follow these steps:

  • Go to console.cloud.google.com and create a new project (eg. serge)
  • Navigate to the Compute Engine section and click on the Create Instance button
  • Choose the machine type you want to use, and choose the region and the zone for your instance. In this example, we are picking the us-central1 region and us-central1-c zone. Also, we are gonna use a e2-standard-8 machine so that we can run models up to 30 billion parameters:


  • Select the operating system you want to run and configure the disk space. In this example, we are gonna use Ubuntu 22.04 LTS for the OS and a 250GB SSD as our boot disk. Click on the SELECT button:


  • Configure the firewall to allow HTTP/HTTPS traffic:


  • Leave everything else as it is and click on the CREATE button to create your virtual machine
  • Navigate to VPC networks and click on default
  • From the sidebar menu click on Firewall and then click on the Create a firewall rule button
  • Choose a name (eg serge-firewall) and on the Target tags field fill in the http-server tag. In the Source IPv4 ranges enable all by filling in In the Protocols and ports section click on TCP and open port 8008 (we will need it for later). Click on the SAVE button:


Step 2: Install Dependencies

To get started with serge, follow these steps:

  • Navigate to VM Instances and click on the SSH button
  • Clone the serge repository:
    git clone https://github.com/nsarrazin/serge.git
    cd serge
  • Start the Docker container:
    sudo docker-compose up -d
  • Download the required tokenizers:
    sudo docker-compose exec serge python3 /usr/src/app/api/utils/download.py tokenizer 7B
    sudo docker-compose exec serge python3 /usr/src/app/api/utils/download.py tokenizer 13B
    sudo docker-compose exec serge python3 /usr/src/app/api/utils/download.py tokenizer 30B

    Please note that the models occupy the following storage space: 7B requires 4.21G, 13B requires 8.14G, and 30B requires 20.3G

Step 3: Access the API

Once you’ve installed the dependencies and started the Docker container, you can access the serge API by following these steps:

  • Navigate to VM Instances and copy the External IP of your machine

  • Open your web browser and navigate to http://external-ip:8008/ and Voilà:


  • You should see the serge homepage, which means that the API is up and running!

  • To use the API, make requests to http://external-ip:8008/api/:

That’s it! You’re now ready to use serge on GCP. Happy coding!