In this episode, We sat down with Hariom to explore the different paths you can take to build a career in AI & ML.
We dive into both traditional routes like pursuing a master’s degree and preparing for exams such as GATE, as well as non-traditional approaches that are becoming increasingly relevant in today’s fast-changing tech landscape.
Whether you’re a student considering higher studies, a professional looking to transition into AI/ML, or someone curious about how the field is evolving, this conversation offers practical insights and guidance to help you shape your journey.
In this episode, we dive into one of the most critical topics in modern AI—Explainable AI (XAI). As AI systems increasingly influence healthcare, finance, hiring, and even law enforcement, understanding how they make decisions isn’t just nice to have—it’s essential.
We break down XAI in simple terms, explore the difference between black-box and white-box models, and discuss why transparency and trust are becoming non-negotiable in AI adoption.
🔍 Topics covered:
Why explainability matters more than ever
Post-hoc tools like LIME and SHAP
The delicate balance between accuracy and interpretability
Real-world use cases from medical diagnostics to credit scoring and autonomous vehicles
Challenges in making deep models understandable
How XAI could shape the future of responsible AI
Whether you're technical or not, this conversation will help you grasp why explainable AI is key to building systems people can trust.
Tune in and join the conversation on the future of transparent AI.
In this episode of The Deqode Podcast, we explore the evolving world of hackathons—those fast-paced, idea-fueled marathons that have launched careers, startups, and communities.
But with AI tools now writing code, designing interfaces, and generating pitches in seconds... are hackathons still relevant?
To break it all down, we’re joined by Harish Kotra—a seasoned hackathon participant, organizer, and evangelist. From wild hackathon stories to real-world impact, we discuss:
How hackathons have evolved in the AI era
Whether AI is enhancing or replacing the creative process
How beginners and non-tech folks can get involved
The future of hackathons—AI agents, automation, and beyond
Whether you're a first-timer, an AI enthusiast, or just curious about where innovation is headed—this conversation is for you.
Tune in and get inspired.
Welcome to The Deqode Podcast, where we bring you unfiltered conversations with the brightest minds in tech. Whether you're an AI enthusiast, developer, or tech leader, this podcast is your go-to source for insights that help you stay ahead of the curve.
In this episode, we dive into Building Smarter AI Agents: The Role of RAG & Data Engineering with Karan Mittal. We break down how Retrieval-Augmented Generation (RAG) is revolutionizing AI, why data engineering is the backbone of intelligent automation, and what it takes to build AI agents that truly perform.
Tune in to know more!
In this episode of The Deqode Podcast, we dive into the often-overlooked power of relationships in the tech world. While developers and engineers focus on problem-solving and building great products, strategic networking can be just as essential for career growth and innovation.
Joining us is Anamika, who has spent years cultivating connections with top tech executives, founders, and industry leaders. She shares valuable insights on how relationships shape opportunities, open doors to leadership roles, and create unexpected career paths. From building credibility in the tech community to forming genuine, non-transactional connections, this conversation explores how developers can leverage networking to accelerate their success.
We discuss practical strategies for connecting with industry leaders, navigating digital networking spaces, and overcoming the challenges of networking as an introvert. With remote work changing how people interact.
Whether you're an engineer, startup builder, or someone looking to expand your professional circle, this episode provides actionable takeaways to help you use strategic connections to your advantage.
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In this episode, we dive deep into building scalable and intelligent applications on AWS with Vinayak, an expert in cloud computing. We explore the critical role of scalability, discussing how tools like Terraform, Terragrunt, and EKS help lay a solid foundation. Vinayak shares best practices for cloud infrastructure, insights on CI/CD automation, and strategies for integrating security without slowing development.
We then shift gears to AI/ML, uncovering real-world applications of AWS SageMaker, Lex, and Comprehend—from sentiment analysis to conversational AI. Plus, we tackle cost optimization, monitoring with Datadog & Prometheus, and common pitfalls to avoid when scaling applications.
Finally, we discuss the future of cloud and AI, offering key takeaways for developers preparing for what’s next. Whether you're building the next big thing or optimizing an existing system, this episode is packed with actionable insights. Tune in now!
The Deqode Podcast's brand new season brings you conversations with some of the most interesting minds in tech, helping developers and enthusiasts level up—fast.
In this episode, we dive intoTech Communities—the hidden powerhouses behind career growth, networking, and staying ahead in the ever-evolving tech landscape.
Joining us isPriyansh Gupta, an active contributor to multiple tech communities, here to share firsthand insights on how these spaces can accelerate your journey.
From overcoming impostor syndrome to finding mentors, landing jobs, and spotting red flags—this episode is packed with real, actionable advice.
Whether you’re new to tech communities or looking to maximize their impact, this one’s for you. Let’s get started!
Listen now! 🎧
Join us with our special guest Ronak as we explore the dynamic world of Ruby on Rails (ROR) and its ecosystem in this episode of The Deqode Podcast.
Discover the diverse ways individuals can contribute to open-source ROR projects beyond coding, including documentation enhancement, bug reporting, and community engagement. Learn about platforms like Gitcoin that are revolutionizing open-source contribution dynamics, offering financial incentives while preserving the spirit of collaboration.
Explore the challenges and rewards of fostering diversity and inclusivity within ROR projects, and understand how low-code/no-code platforms may collaborate with, rather than compete against, Rails developers. Gain insights into incorporating sustainability principles into ROR projects, from code efficiency to server choices, and delve into the ethical considerations surrounding AI and machine learning integration in Rails development.
Looking ahead, discover predictions for the evolution of the Ruby on Rails framework and its enduring relevance within the software development landscape. With its strong foundation, active community, and commitment to evolution, Ruby on Rails continues to flourish, offering developers an exciting journey of innovation and growth.
Tune in for an insightful discussion that illuminates the vibrant world of Ruby on Rails and its ever-expanding possibilities.
Welcome to The Deqode Podcast's latest episode, where we unravel the top technology trends set to shape 2024. From Artificial Intelligence (AI) to Hyperconnectivity, our exploration promises a glimpse into the future.
AI transforms into a personal advisor, streamlining tasks for businesses. The Metaverse goes beyond gaming, fostering collaboration and inclusivity through Web3.0. XR Technology revolutionizes healthcare, manufacturing, and retail experiences. Hyperconnectivity enhances smart cities and industrial automation, while upskilling and collaboration emerge as vital forces in the dynamic tech landscape.
In conclusion, The Deqode Podcast's exploration of the top tech trends for 2024 serves as a roadmap for individuals and businesses. From the transformative power of AI to the collaborative potential of emerging technologies, the episode provides valuable insights for navigating the ever-evolving tech landscape.
Dive into the vibrant world of UI design with The Deqode Podcast's latest episode, where we engage in a captivating conversation with seasoned UI designer Irshad Khan. In this episode, Irshad unveils the secrets of UI modernization, explores emerging trends, and provides insights into the future of design.
From the significance of user feedback to the revolutionary impact of Figma libraries, this episode is a deep dive into the dynamic world where aesthetics meet functionality. Discover how UI designers are shaping immersive information environments, and gain a glimpse into the exciting future of 3D designs and AI integration.
Tune in for a captivating discussion that goes beyond pixels and colors, offering valuable perspectives for designers and design enthusiasts alike.
The cloud has transformed the way we handle data, and when coupled with the intelligence of AI and ML, it becomes a force to be reckoned with. Our guest Rajshree Badnaware, brings a wealth of knowledge and experience to this latest episode. Together, we explore the synergy between cloud computing and cutting-edge AI/ML technologies, uncovering how businesses and individuals alike can leverage this powerful combination.
We also explore the challenges and ethical considerations that come hand in hand with this technological revolution. Privacy concerns, algorithmic biases, and the responsibility of developers all take center stage in our thought-provoking conversation.
So, whether you're a seasoned tech enthusiast or someone just dipping their toes into the cloud, this episode promises to demystify the buzzwords and inspire you to embrace the future.
Tune in to know more!
Step into the fascinating world of our latest podcast episode, where we unravel the exciting blend of Web3, DApps, and NFTs, all within the buzzing context of artificial intelligence.
With our guest Akshat Patel, we kick things off by demystifying Web3 – the next-gen internet. It's like the internet's cooler sibling, offering more control over your online experience.
Next up, we tackle DApps (Decentralized Applications) and NFTs. These are like your regular apps but break free from central control, running on blockchain networks.
But hold on, it's not all smooth sailing. We chat about the challenges too. From smart contracts doing the heavy lifting in transactions to DAOs (Decentralized Autonomous Organizations) shaking up how we govern things, we're in for a ride.
Join us for an eye-opening chat as we dig deep into the mix of Web3, DApps, NFTs, and AI. It's not just tech jargon; it's a front-row seat to the future of how we navigate the digital landscape.
Tune in to know more.
Welcome back to the second installment of our deep dive into the captivating world of system design! In this follow-up episode, we continue our exploration of the intricate art of architecting robust and scalable systems.
Building upon the foundational principles explored in Part 1 with Lakshya, we now venture into the practical application of these concepts. Join us as we dissect real-world case studies, unravel the challenges encountered during the design process, and unveil the ingenious solutions that paved the way for success.
Tune in to know more!
Dive deep into the realm of system design with our latest podcast episode, where we unravel the complexities and nuances of architecting powerful and efficient systems. In this insightful discussion, we explore the fundamental principles that drive the design process, from scalability and reliability to performance optimization.
From choosing the right components and understanding trade-offs to anticipating future growth, our conversation delves into the key considerations that shape the design decisions crucial for any tech-driven project. Tune in to the first part of the extended podcast to gain valuable insights into the intricate world of system design and discover how these principles can elevate your understanding of building robust and scalable digital ecosystems.
In this insightful podcast episode, we unravel the dynamic world of data security in cloud computing. We begin by tracing the evolution of data security in the cloud, shedding light on the key factors propelling this transformation. Real-world examples of cloud data breaches are shared, offering invaluable lessons for all. We explore the essential steps organizations must take when transitioning to the cloud, drawing distinctions from traditional on-premises solutions.
To make the topic accessible to all, we present a relatable cloud computing analogy for data security. Additionally, we delve into the intricacies of data security in multi-cloud and hybrid-cloud setups, highlighting the unique challenges they present.
Finally, we offer practical advice tailored to small and medium-sized businesses with limited resources, guiding them on the path to ensuring robust data security in their cloud deployments. Join us for an engaging and informative exploration of data security in cloud computing.
In this final episode of our podcast series, we take a deep dive into the fascinating world of generative artificial intelligence (AI) and its implications for the future. We start by introducing the core concepts of generative AI and explain how it differs from other AI approaches. The centerpiece of this episode is Generative Adversarial Networks (GANs). We break down the architecture of GANs and explore the intricate training process that powers them. GANs have revolutionized AI by enabling the generation of highly realistic content, from images and videos to music and art. We showcase the creative applications of generative AI, including the generation of lifelike images, videos, and even deepfakes. We also delve into how AI is transforming the world of music and art, creating entirely new possibilities for creative expression. Ethical considerations play a significant role in our discussion. We address the ethical challenges posed by generative AI, including concerns about misuse and the implications of AI-generated content for privacy and trust. As we conclude the series, we look to the future of generative AI. We explore the latest advancements and research directions in the field and discuss the potential impact of generative AI on various industries, from entertainment and advertising to healthcare and beyond. Join us for an engaging and informative episode as we uncover the potential and challenges of generative AI and glimpse into the exciting possibilities that lie ahead.
Welcome to the 5th episode of our AI series where we dive deep into the ever-evolving world of artificial intelligence and its profound impact on various sectors. In this episode, we embark on an exciting journey through the vast landscape of AI applications, exploring how this cutting-edge technology is revolutionizing industries like never before. Join us as we unravel the limitless potential of AI in healthcare, finance, and manufacturing. From enhancing medical diagnosis and accelerating drug discovery to safeguarding financial systems with fraud detection and powering algorithmic trading, AI is reshaping the way we work and live. Additionally, discover its pivotal role in improving manufacturing processes through quality control and supply chain optimization. We will break down each industry, shedding light on the most intriguing subtopics such as personalized medicine, predictive maintenance, and much more. Whether you're a seasoned AI enthusiast or just beginning to explore its possibilities, this episode is your gateway to understanding AI's exciting, ever-expanding universe. Tune in to know more.
In this episode of our AI series, we embark on an exciting journey into the world of artificial intelligence, where we delve deep into the top AI tools and platforms that are reshaping entire industries.
First up, we take a close look at the incredible impact of AI in healthcare. Discover how natural language processing (NLP) tools are being employed for sentiment analysis and language translation, enabling healthcare professionals to gain valuable insights from patient data and improve communication across language barriers.
Next, we venture into the world of finance, where AI is driving innovation at an unprecedented pace. Learn how AI-powered analytics tools are helping financial institutions make data-driven decisions, detect fraud, and enhance customer experiences. Dive into the intricacies of algorithmic trading and risk management, as we uncover how AI is transforming the way money is managed and invested.
Finally, we explore AI's role in manufacturing, where computer vision tools are taking center stage. Discover how image recognition and object detection are streamlining quality control processes and optimizing production lines.
Throughout this episode, we not only showcase these remarkable AI tools and platforms but also highlight the tangible benefits they bring to each industry. Join us as we unravel the transformative power of AI and how it's reshaping the future of healthcare, finance, and manufacturing.
Unlock the hidden intricacies of artificial intelligence in the latest episode of our riveting series. As we continue our journey through the world of AI, this episode ventures into the heart of the technological marvels that drive the AI revolution.
Building upon the foundational knowledge from our previous episodes, we delve into the fascinating world of deep learning and neural networks. These cutting-edge technologies drive AI's remarkable capabilities, enabling machines to replicate human-like learning and decision-making processes.
Join us as we break down the concepts, from convolutional neural networks (CNNs) that power image recognition to recurrent neural networks (RNNs) that handle sequential data.
Tune in now!
Did you miss our previous episodes? Catch up now on episodes 1 & 2 of this series and don't miss out on future episodes as we continue to unravel the mysteries of AI and its unrivaled potential
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Podcast description for tomorrow's podcast.
Step into the dynamic world of innovation with our latest podcast episode, "Everything you need to know: AI, ML & LLM." In this episode of the series, we delve into the depths of Artificial Intelligence, Machine Learning, and Language Model Learning, uncovering the transformative potential they hold. We explored the foundational principles of AI with automation and adaptability, setting the stage for a comprehensive understanding of its capabilities. Delve into the trio of supervised, unsupervised, and reinforcement learning, gaining insights into their distinct roles and implications. Further, we talked about deep learning, where neural networks take center stage and tried to uncover the architecture and components that fuel neural networks' power and explored the applications of popular deep learning models. Join us on this illuminating episode to navigate the complexities of AI, ML, and LLM, and grasp the technological marvels reshaping our future. Tune in to know more.
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