Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the lates ...
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Intelligent Video Analytics Podcasts
Stop guessing and start growing with The AI Marketing Advantage, the official podcast companion to your gibLink AI courses. This podcast is your guide to mastering AI in marketing, designed for both current gibLink AI subscribers and any marketing professional, business owner, or entrepreneur focused on results. Each episode offers supplementary insights, practical examples, and deep dives into the strategies and tools that drive revenue growth. Learn to automate, personalize, and optimize y ...
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"The Edge AIsle" brings you to the forefront of artificial intelligence and edge computing, powered by Hailo.ai. In this podcast, we explore how edge AI is reshaping industries from smart cities and intelligent video analytics to autonomous vehicles and retail innovation. Join industry experts and thought leaders as they share insights into how Hailo’s AI processors are transforming the way industries function, enabling real-time deep learning and AI-driven applications directly on edge devi ...
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Longtime friend of the show Rajiv Shah returns to unpack lessons from a year of building retrieval-augmented generation (RAG) pipelines and reasoning models integrations. We dive into why so many AI pilots stumble, why evaluation and error analysis remain essential data science skills, and why not every enterprise challenge calls for a large langua…
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Creating a private AI assistant in Thunderbird
53:08
53:08
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53:08In this episode, Daniel and Chris are joined by Chris Aquino, software engineer at Thunderbird to hear the story of how they developed a privacy-preserving AI executive assistant. They discuss various design decisions including remote (but confidential) inference, local encryption, and model selection. Chris A. does an amazing job describing the jo…
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In this Fully Connected episode, we dig into the recent MIT report revealing that 95% of AI pilots fail before reaching production and explore what it actually takes to succeed with AI solutions. We dive into the importance of AI model integration, asking the right questions when adopting new technologies, and why simply accessing a powerful model …
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Daniel and Chris sit with Citadel AI’s Rick Kobayashi and Kenny Song and unpack AI safety and security challenges in the generative AI era. They compare Japan’s approach to AI adoption with the US’s, and explore the implications of real-world failures in AI systems, along with strategies for AI monitoring and evaluation. Featuring: Rick Kobayashi –…
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Dan and Chris break down Winning the Race: America's AI Action Plan, issued by the White House in July 2025. Structured as three "pillars" — Accelerate AI Innovation, Build American AI Infrastructure, and Lead in International AI Diplomacy and Security — our dynamic duo unpack the plan's policy goals and its associated suggestions — while also expl…
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Allegra Guinan of Lumiera helps leaders turn uncertainty about AI into confident, strategic leadership. In this conversation, she brings some actionable insights for navigating the hype and complexity of AI. The discussion covers challenges with implementing responsible AI practices, the growing importance of user experience and product thinking, a…
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Dan sits down with guests Mark Daniel Ward and Katie Sanders from The Data Mine at Purdue University to explore how higher education is evolving to meet the demands of the AI-driven workforce. They share how their program blends interdisciplinary learning, corporate partnerships, and real-world data science projects to better prepare students acros…
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Workforce dynamics in an AI-assisted world
44:06
44:06
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44:06We unpack how AI is reshaping hiring decisions, shifting job roles, and creating new expectations for professionals — from engineers to marketers. They explore the rise of AI-assisted teams, the growing compensation bubble, why continuous learning is now table stakes, and how some service providers are quietly riding the AI wave. Featuring: Chris B…
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In this episode, Chris sits down with Igor Nikitin, CEO and co-founder of Nice Technologies, to explore how AI and modern engineering practices are transforming the actuarial field and setting the stage for the future of actuarial modeling. We discuss the introduction of programming into insurance pricing workflows, and how their Python-based calc …
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Episode 45: The Digital Brain: Building a Strategic Intelligence Engine
21:53
21:53
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21:53Have you ever felt your company's actions drift out of sync with its core vision? This episode dives deep into the concept of a Strategic Intelligence Engine (SIE)—a "digital brain" designed to eliminate strategic entropy and ensure radical alignment across your entire business. We unpack the architecture of this system, from the "Ignition Sequence…
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In this episode of Practical AI, Chris and Daniel explore the fascinating world of agentic AI for drone and robotic swarms, which is Chris's passion and professional focus. They unpack how autonomous vehicles (UxV), drones (UaV), and other autonomous multi-agent systems can collaborate without centralized control while exhibiting complex emergent b…
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AI in the shadows: From hallucinations to blackmail
44:50
44:50
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44:50In the first episode of an "AI in the shadows" theme, Chris and Daniel explore the increasing concerning world of agentic misalignment. Starting out with a reminder about hallucinations and reasoning models, they break down how today’s models only mimic reasoning, which can lead to serious ethical considerations. They unpack a fascinating (and slig…
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Episode 44: The AI-Powered Marketer: Navigating the New Frontier
11:11
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11:11This episode of our podcast offers a comprehensive exploration of the transformative impact of artificial intelligence on the marketing landscape. We take a deep dive into Giblink AI's continuous learning ecosystem, a platform designed to empower marketers to not just use AI, but to master it. We discuss the shift from theoretical knowledge to prac…
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In this episode, we sit down with Joey Conway to explore NVIDIA's open source AI, from the reasoning-focused Nemotron models built on top of Llama, to the blazing-fast Parakeet speech model. We chat about what makes open foundation models so valuable, how enterprises can think about deploying multi-model strategies, and why reasoning is becoming th…
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Can AI-driven autonomy reduce harm, or does it risk dehumanizing decision-making? In this “AI Hot Takes & Debates” series episode, Daniel and Chris dive deep into the ethical crossroads of AI, autonomy, and military applications. They trade perspectives on ethics, precision, responsibility, and whether machines should ever be trusted with life-or-d…
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Episode 43: AI in Social Ads: The Playbook for Precision, ROI, and Ethical Strategy
15:42
15:42
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15:42Are you constantly chasing algorithms and battling to get real value from your social media ad spend? This deep dive cuts through the hype to reveal how AI is fundamentally reshaping the landscape for marketers. We unpack the power of tools like Dynamic Creative Optimization (DCO) and intelligent bid management, which deliver unparalleled precision…
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Behind-the-Scenes: VC Funding for AI Startups
41:48
41:48
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41:48It seems like we are bombarded by news about millions of dollars pouring into AI startups, which have crazy valuations. In this episode, Chris and Dan dive deep into the highs, lows, and hard choices behind funding an AI startup. They explore early bootstrapping, the transition to venture capital, and what it’s like to trade in code commits for inv…
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Episode 42: From Maze to Map: Your Guide to Choosing the Right AI Marketing Tools
24:48
24:48
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24:48Feeling lost in the ever-expanding maze of AI marketing tools? This episode provides a map to navigate the complexity. We break down how to move from overwhelm to action by using a structured approach to tool selection. Discover the power of a well-organized directory with robust categorization and filtering. We introduce the STRIVE framework—a com…
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Episode 41: The Art of the AI Co-Pilot: Mastering Prompting and Human Refinement
18:05
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18:05This episode dismantles the idea of AI as a job replacement and reframes it as the "Human + AI Co-Creation" model, where marketers act as skilled pilots with AI as their advanced co-pilot. The hosts break down the two critical skills needed to make this partnership effective. First, they dive deep into the craft of "prompt engineering," revealing h…
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An recent article in Variety was titled: "Sylvester Stallone-Backed Largo.ai Teams With Brilliant Pictures for ‘World’s First Fully AI-Automated Film Company’". Obviously this caught our attention! We sit down with Sami Arpa, CEO of Largo.ai, to unpack how films are developed, funded, and brought to life using AI. We discover how tools like script …
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Episode 40: AI for Influencer Marketing: Finding, Vetting, & Collaborating
15:57
15:57
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15:57This podcast episode delves into how Artificial Intelligence (AI) is fundamentally transforming the landscape of influencer marketing. Moving away from manual and often subjective processes, AI is making influencer marketing significantly more strategic, data-driven, efficient, and effective. The discussion highlights AI's impact across key stages:…
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Federated learning in production (part 2)
45:25
45:25
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45:25Chong Shen from Flower Labs joins us to discuss what it really takes to build production-ready federated learning systems that work across data silos. We talk about the Flower framework and it's architecture (supernodes, superlinks, etc.), and what makes it both "friendly" and ready for real enterprise environments. We also explore how the generati…
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Episode 39: Unpacking Link: Your AI Co-Pilot for Peak Marketing Performance
11:35
11:35
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11:35This podcast episode provides a deep dive into Link, the integrated AI learning assistant and mentor within the Giblink AI ecosystem. The discussion explores how Link is positioned as an "AI business partner", built on a unique foundation that blends proprietary AI knowledge in marketing and sales with top large language models (LLMs) like Claude, …
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Federated learning in production (part 1)
44:38
44:38
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44:38In this first of a two part series of episodes on federated learning, we dive into the evolving world of federated learning and distributed AI frameworks with Patrick Foley from Intel. We explore how frameworks like OpenFL and Flower are enabling secure, collaborative model training across silos, especially in sensitive fields like healthcare. The …
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Episode 38: Unlocking the AI Marketing Mindset for Modern Marketers
12:58
12:58
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12:58This podcast episode delves into the crucial concept of the AI Marketing Mindset, a foundational approach for marketers and leaders navigating the rapidly evolving landscape of Artificial Intelligence. The discussion emphasizes that this mindset is more than just understanding AI; it's about strategically and responsibly integrating AI into marketi…
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Episode 37: Evaluating the AI for Affiliate Marketing Course – From Foundations to ROI
9:04
9:04
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9:04This podcast episode features hosts conducting a detailed analysis of an "AI for Affiliate Marketing" course. They aim to dissect its likely curriculum, structure, and overall effectiveness for affiliate marketers. The discussion covers the probable foundational AI concepts taught (e.g., machine learning, generative AI, NLP) and the range of AI too…
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Episode 36: Unlocking Content Ideas with AI: A Deeper Dive
9:02
9:02
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9:02Our mission is to explore the crucial stages of AI-assisted content creation, from initial idea generation and headline refinement to drafting and mastering prompt engineering. We'll be digging into these areas by referencing materials from the AI Content and SEO course and the AI Marketing Tools Directory. The goal is to see how our current unders…
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Episode 35: Beyond the Hype – Choosing AI Marketing Tools That Actually Deliver with STRIVE
11:26
11:26
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11:26Critically Evaluating AI Marketing Tools How do you cut through the noise of countless AI marketing tools and choose the ones that will genuinely drive measurable results for your business? It’s a jungle out there, isn't it? New AI tools for content creation, social media, email, PPC, and chatbots are launching almost daily. It's exciting, but it c…
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Episode 34: AI Content and SEO: Advanced Strategies
32:12
32:12
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32:12Feeling overwhelmed by AI in social media? Want to move beyond the hype to real results? Our 'AI for Social Media' advanced course delivers. We focus on strategic AI implementation, boosting your ROI, and critically evaluating tools with frameworks like STRIVE. You'll learn ethical leadership and master AI for content, analytics, audience insights,…
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Loïc Houssier, Head of Engineering at Superhuman, joins us to discuss how AI and LLMs are reshaping the email experience. He highlights challenges related to the variability of user prompts and infrastructure optimization. Loïc emphasizes that a deep focus on user experience and real human workflows is key to building AI tools people actually love …
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Episode 33: AI Marketing Action Plan Workbook & Toolkit
12:47
12:47
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12:47The AI Marketing Action Plan Workbook & Toolkit is a comprehensive guide for creating a personalized and actionable AI Marketing Plan. It serves as your roadmap to AI marketing success. The workbook aims to help you identify key challenges, strategically select AI tools using the STRIVE Framework, design a manageable pilot project, and ensure that …
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Episode 32: Your AI Marketing Learning Journey
17:27
17:27
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17:27In this episode, we unpack the essential AI marketing learning journey, providing a clear roadmap for marketers to navigate this evolving landscape. We'll explore the core modules, from foundational AI concepts to practical applications across content creation, SEO, social media, email, and influencer marketing. Learn how to build a winning AI stra…
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In this episode, Daniel and Chris unpack the Model Context Protocol (MCP), a rising standard for enabling agentic AI interactions with external systems, APIs, and data sources. They explore how MCP supports interoperability, community contributions, and a rapidly developing ecosystem of AI integrations. The conversation also highlights some real-wo…
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Episode 31: AI Marketing Mastery: Unpacking the gibLink AI Roadmap
12:14
12:14
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12:14The promise of AI in marketing is huge, but the path to mastering it can feel like navigating a maze. In this episode, we break down GibLink AI's comprehensive learning roadmap, dissecting their course modules, learning objectives, and strategic approaches. We'll examine whether this curriculum provides a clear and logical progression, starting wit…
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Episode 7.2: AI Chatbots: Your 24/7 Marketing & Customer Support Team
9:19
9:19
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9:19Tired of being limited by business hours? Discover how AI-powered chatbots can become your always-on customer support and marketing engine in this in-depth episode of The AI Marketing Advantage Course! Building on our earlier exploration of AI for understanding your customers, this episode provides a practical roadmap for deploying AI chatbots. We'…
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In this episode, we explore the intersection of AI, machine learning, and healthcare through the lens of neuroimaging and epilepsy diagnosis. Dr. Gavin Winston shares insights from his work using MRI data and machine learning to uncover subtle abnormalities in brain function. We discuss the cultural and ethical barriers to AI adoption in medicine, …
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Episode 7.1: AI Marketing Deep Dive: Understanding & Serving Customers at Scale
9:58
9:58
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9:58Join us for a deep dive into the critical intersection of Artificial Intelligence, customer service, and market research. In today's marketing landscape, understanding and responding to customer needs is paramount, but scaling these efforts presents significant challenges. This episode explores how AI is transforming customer-centricity, moving bey…
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Episode 6.5: gibLink AI Founders Program: A Deep Dive into Lifetime Access & Recurring Revenue
9:28
9:28
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9:28Are you navigating the rapidly evolving landscape of AI in marketing? Do you want a strategic edge in your affiliate marketing, digital marketing, or influencer endeavors? Then you need to tune in as we dissect the gibLink AI Founders Program, launching May 1st and running through May 31st! This isn't just another AI tool review. We're providing a …
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Episode 6.4: The AI Marketing Advantage: From Theory to Doing
12:44
12:44
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12:44Tired of AI marketing buzzwords? Join us for a deep dive into the AI Marketing Advantage course and discover how it cuts through the noise to deliver practical, hands-on skills you can use immediately. We unpack the modules on AI content creation, visual generation, SEO optimization, email marketing, social media strategies, and even meet "Link," y…
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Vibe coding, agentic workflows, and AI-assisted pull requests? In this episode, Daniel and Chris chat with Robert Brennan and Graham Neubig of All Hands AI about how AI is transforming software development—from senior engineer productivity to open source agents that address GitHub issues. They dive into trust, tooling, collaboration, and what it me…
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Orchestrating agents, APIs, and MCP servers
42:52
42:52
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42:52In this episode, Daniel sits down with Pavel Veller, EPAM’s Chief Technologist, to explore the practical challenges of orchestrating many AI agents and managing connections to disparate systems/tools. Pavel shares insights from his hands-on work with agentic architectures and internal tools like "DIAL". Pavel also helps us understand things like MC…
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Software and hardware acceleration with Groq
43:24
43:24
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43:24How do you enable AI acceleration (at both the hardware and software layers) that stays ahead of rapid industry shifts? In this episode, Dhananjay Singh from Groq dives into the evolving landscape of AI inference and acceleration. We explore how Groq optimizes the serving layer, adapts to industry shifts, and supports emerging model architectures. …
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AI Video Forensic Validity – Hailo AI Ep 7
15:55
15:55
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15:55In this Edge AIsle episode, we dive into the rapidly evolving sphere of AI video forensics. As AI tools become ever more powerful, investigators face the challenge of sifting genuine data from AI-generated embellishments. Explore how AI-driven video enhancement is transforming the landscape of forensic evidence. Learn why distinguishing them is cri…
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Episode 6.3: AI for Advanced Affiliate Strategy and Automation - Mastering the Future of Affiliate Marketing
16:12
16:12
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16:12"In Episode 6.3, we're taking your affiliate marketing skills to the next level by exploring advanced AI strategies and automation techniques that will transform your approach. We'll move beyond the basics and delve into sophisticated applications of AI to optimize your campaigns, maximize efficiency, and drive significant growth. Discover how AI i…
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Episode 6.2: AI for Affiliate Marketing - Strategic Optimization: Leveling Up Your Affiliate Strategy
19:53
19:53
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19:53"In Episode 6.2, we're taking your affiliate marketing to the next level by exploring strategic AI applications that go beyond basic automation. We'll delve into how AI tools are revolutionizing affiliate program management, performance tracking, partner discovery, and content optimization. Discover how platforms like Affluent, Trackonomics, and Pu…
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Episode 6.1: Optimizing Affiliate ROI with AI - The AI-Powered Affiliate Revolution
10:44
10:44
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10:44"In Episode 6.1, we're diving headfirst into the transformative power of AI in affiliate marketing. We're exploring how AI isn't just a buzzword, but a game-changing tool that's redefining how brands and publishers maximize their ROI. We'll unpack the key definitions of affiliate marketing and ROI, and then jump into how AI is making waves in this …
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Episode 5.3: Advanced AI Strategies for PPC - Leveling Up Your PPC Strategy
10:54
10:54
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10:54"In Episode 5.3, we're taking your PPC knowledge to the next level by exploring advanced AI strategies that go beyond basic automation. We'll dive into the strategic implementation of AI in key areas like predictive analytics, AI-driven audience segmentation, landing page optimization, cross-platform campaign management, and dynamic budget allocati…
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Episode 5.2: AI for PPC Marketing - Strategic Optimization: Leveling Up Your Paid Search with AI
14:38
14:38
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14:38"In Episode 5.2, we're diving deep into the strategic application of AI in PPC marketing. We'll explore how AI isn't just about automation, but about transforming your entire PPC strategy for maximum ROI. We'll break down the AI features of leading platforms like Google Ads, Microsoft Advertising, and WordStream, explaining how they go beyond basic…
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Episode 5.1: Optimizing PPC ROI with AI - The AI Revolution in Paid Search
14:22
14:22
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14:22"In Episode 5.1, we're diving deep into the transformative power of AI in Pay-Per-Click (PPC) advertising. We explore how AI is no longer a futuristic concept, but a present-day necessity for maximizing ROI in the competitive digital landscape. We'll break down how AI automates crucial processes, from keyword discovery and ad copy generation to sma…
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Episode 4.5: AI for Email Optimization - Supercharging Your Email Performance
8:32
8:32
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8:32"In Episode 4.5, we're diving into the powerful world of AI-driven email optimization. Even the most personalized and automated emails need continuous refinement to maximize impact. We'll explore how AI tools like Phrasee, Seventh Sense, and Optimail can elevate your email strategy by optimizing subject lines, content, send times, and deliverabilit…
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