• Demistifying AI Ft. Angelika Klidas
    Mar 10 2025

    In this episode of the Data Strategy Gurus Podcast, hosts Yves Mulkers and Angelika Klidas dive into the fascinating world of AI literacy.
    As AI continues to rise in prominence, the conversation explores the significance of AI literacy and its distinctions from data literacy. Angelika shares insights on why the term "AI literacy" may be more of a marketing strategy and emphasizes the importance of understanding the implications, governance, and ethical discussions involved in AI. Yves and Angelika discuss the intertwined nature of data literacy and AI literacy, highlighting that working effectively with AI solutions requires a solid foundation in data management and governance.
    As they unravel the complexities of AI literacy, this episode guides listeners on how to navigate the data and AI landscape, offering valuable takeaways and insights on fostering an informed approach to AI adoption.

    Angelika Klidas embarked on a journey into the world of data literacy around six years ago, when she was instrumental in developing innovative programs in marketing data literacy.
    Her passion for fostering understanding in this domain set the groundwork for her subsequent endeavors in AI education. The launch of OpenAI's large language model on November 30, 2022, marked a significant milestone in the AI landscape, sparking widespread interest and discussions about AI's novelty.
    However, with her extensive background, Angelika perceives AI as a long-standing field rather than a new phenomenon.
    As conversations about AI literacy gained traction, Angelika contributed her insights, expressing a nuanced perspective that challenges the appropriateness of the term "AI." Her work continues to influence discussions on how best to integrate and understand AI in contemporary contexts.

    [00:00] Intro
    [00:15] Defining AI Literacy
    [04:24] Rethinking AI: Literacy vs. Adoption
    [08:01] Rethinking "Data and AI Literacy"
    [11:38] Prompt Crafting Challenges
    [14:05] AI Contextual Awareness Challenges
    [17:15] What's next for AI

    ► Read the full article here:

    -
    I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes.
    --
    Read our Latest Articles Here:
    ► http://7wd.at/2292616

    ► Follow our Data Journey on Youtube
    http://7wd.at/2326c94
    ► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84

    ► OUR COMPANY:

    7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more.

    When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth.

    ► Follow me online here:

    LinkedIn: https://www.linkedin.com/in/yves-mulkers
    Twitter: http://twitter.com/yvesmulkers
    Twitter: http://twitter.com/7wData
    Instagram: http://instagram.com/yvesmulkers
    Facebook: http://facebook.com/yvesmulkers
    Website: http://7wData.be
    Our AI Group: http://7wd.at/aiconnect

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    18 mins
  • How AI Is Transforming Data Management and Decision Making Ft Matthieu Jonglez (Progress)
    Sep 23 2024

    Today your host Yves Mulkers brings you an exciting episode titled 'How AI Is Transforming Data Management and Decision Making' and Matthieu Jonglez, VP of Technology at Progress is here to share his wealth of knowledge. In this enlightening discussion, Matthieu elaborates on the capabilities of MarkLogic in data and metadata management. He explores the crucial balance between IT stability and agile data projects.

    Our conversation takes a deep dive into the intersection of AI and data, how various versions of truth exist in data due to user variations, and the weight of data quality in generative AI projects. Stay tuned as we decode the future of Data Management and AI with Matthieu Jonglez, right here on Data Strategy Guru's podcast.Matthieu Jonglez is an entrepreneurial professional with a passion and extensive background in structured data. His journey in the data management domain started in 1999, when he co-founded a startup focusing on data management and exchange in the manufacturing supply chain. Since then, Jonglez has always approached data with an operationalized perspective, studying different ways to employ, leverage, and streamline data to enhance different aspects of a business. Over the years, he has broadened his expertise by examining diverse data-related areas, such as search engine taxonomy, ontology management classification, metadata management, and knowledge graph. Dominated by a pragmatic mindset, Jonglez's ultimate goal is to assist individuals and businesses in understanding and effectively utilizing their data for optimized results.

    [00:00] Intro
    [00:01] Balancing technology use with practical business solutions.
    [06:30] Data-driven process optimization and customer micro-targeting.
    [10:14] Smart data and metadata management for all.
    [13:58] Seamless data modeling without altering software configuration.
    [18:00] Generative AI fuels need for better data.
    [19:08] Precise, secure data management essential for AI.
    [24:09] Balancing innovation speed with security in development.
    [28:49] Focus on data quality, governance, and operational security.
    [30:22] Technology choices increase complexity, vendors provide blueprints.
    [33:26] Democratizing data management for informed decision-making.
    [38:27] Successful, nontraditional project led to key insights.
    [41:37] Thanks for listening; please subscribe and share!

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    42 mins
  • Navigating the Data-Driven Path to Smart Mobility ft. Rob Roemers
    Aug 26 2024

    Welcome to a riveting episode of "Data Strategy Guru's!" In today's episode, our host Yves Mulkers is joined by Rob Roemers, a leader in the data analytics space specializing in public transport operations. Rob provides profound insight into how digital twins are transforming the management of people flow in public transportation, the challenges associated with transitioning to electric buses, and the exciting potential of large language models in data management. He also discusses innovative European initiatives in data management for public transportation and shares his personal journey in the data analytics field. Hit the thumbs up button if you find value in our conversation, and don't forget to subscribe and share the podcast. Let's together drive innovation in industry! Enjoy the show!

    Rob Roemers is an influential figure within the Brussels public transport operator, MVBE. Despite the organization's humble beginnings of horse-driven trams, it has evolved to become a modern provider of bus, tram, and metro services. Roemers played a role in significant operations such as scheduling and resource planning, although he doesn't lay claim to introducing data analytics to the company. Core to the organization and Roemers' work ethic is an engineering-driven perspective, which is reflected in their expansive transport system, including their metro construction efforts.

    [00:00] Intro
    [00:30] Brussels public transport - history, engineering, development.
    [04:16] Overcoming engineering-driven culture to embrace data.
    [06:12] Debate over cloud storage for vehicle data.
    [10:11] Insight-driven company focuses on data utilization.
    [12:48] Analyze data, find what's already known.
    [18:37] Exploring partnership opportunities, sharing knowledge, and collaboration.
    [19:31] Mobib card, consulting for unified public transport data.
    [25:48] Ongoing discussion on data and change management.
    [28:10] Focused on revenue, delivered value, achieved success.
    [30:16] Focused on self-service analytics, streamlining report creation.
    [33:23] Used data from different Belgian companies for innovation.
    [39:09] Leveraging digital twin technology for urban planning.
    [40:48] Monitoring people flow for efficient metro planning.
    [45:21] EU pushing for integrated multi-modal transport.
    [47:37] Exploring value of data management in chat.
    [50:53] Language model companies facing low profit margins.
    [55:56] Wrap up and thanks.

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    57 mins
  • Data Lakes to Real-Time Analysis: A New Approach with Knowi Ft. Jay Gopalakrishnan
    Jun 12 2024

    In this insightful episode of Data Strategy Guru's, host Yves Mulkers talks with Jay Gopalakrishnan from Knowi.com.

    They delve into a comprehensive dialogue on leveraging Slack and Teams for efficient data interaction, setting up datasets as business entities, and the prowess of using large language models for digital transformation.

    They further discuss the challenge of unifying structured and unstructured data, and the crucial concept of data strategy involving runtime queries and database write functionality. Complex, detailed, and insightful, this conversation will challenge your understanding of data strategy in the modern digital landscape.

    Jay Gopalakrishnan is the brain behind Knowi.com, a leading data analytics platform. His journey began back in 2014 when he was serving as head of product engineering at chemical demand force.
    Dealing with 19 different data silos, Jay was faced with the challenge of providing a unified view of disparate data sources for the purpose of creating embedded analytics products for clients.

    The prevalent market advice was to centralize the data, perform transformation and then analysis, a process that would consume tremendous resources and time. Displeased with this proposition, Jay saw an opportunity to create a more effective, efficient solution, leading to the inception of Knowi.com.

    Years later, Jay's innovative vision still holds relevant in the ever-evolving data landscape.

    [00:00] Knowi founded in 2014, faced data challenges.
    [03:41] Data set as a service: virtualization and control.
    [07:03] Flexibility in moving and querying your data.
    [12:17] Creating, validating, querying, transforming, securing data sets.
    [14:55] Custom alerts, transformations, reports, machine learning, actions.
    [19:36] Developing mechanism to ingest, merge structured data.
    [22:02] NLP used for specific data set queries.
    [27:30] AI tool simplifies creating, understanding database queries.
    [28:33] Enhance, merge, and analyze data set efficiently.
    [34:30] Specify date format, setup analytics, visualize data.
    [36:50] Creating dashboards, insights using AI from data.
    [39:17] LLMs predict next word, but have limitations.
    [43:21] Logging columns, air tables, data preservation, forecasting limitations.
    [46:36] Slack and Teams integration for company operations.
    [51:26] Exploring digital transformation, privacy, and language models.
    [53:30] Summarizing complex PDF content without thorough reading.
    [56:36] Exploring LLM and LangChain for language models.

    ► Read the full article here:

    -
    I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes.
    --
    Read our Latest Articles Here:
    ► http://7wd.at/2292616

    ► Follow our Data Journey on Youtube
    http://7wd.at/2326c94
    ► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84

    ► OUR COMPANY:

    7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more.

    When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth.

    ► Follow me online here:

    LinkedIn: https://www.linkedin.com/in/yves-mulkers
    Twitter: http://twitter.com/yvesmulkers
    Twitter: http://twitter.com/7wData
    Instagram: http://instagram.com/yvesmulkers
    Facebook: http://facebook.com/yvesmulkers
    Website: http://7wData.be
    Our AI Group: http://7wd.at/aiconnect

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    59 mins
  • Unveiling Data Analytics: A Journey to VP of Product Ft. Tanya Bragin (ClickHouse)
    Jan 8 2024

    Join us on this episode of Data Strategy Guru's as we sit down with Tanya Bragin, VP of Product at ClickHouse, to unpack her insights on the evolving data analytics landscape.

    We delve into the shift to realtime analytics, the impact of cloud data warehouses like Redshift and Bigquery, the challenges and potential of generative AI, and the impassioned world of open source innovation.

    Tanya also shares her personal work-life balance strategies for distributed teams. Tune in for a deep dive into the future of data and its ever-growing influence across industries.

    Tanya Bragin's career trajectory is a testament to a seamless melding of technical acumen and business savvy. Her journey began in much uncertainty as she navigated the academic world at the University of Washington. While pursuing graduate studies in distributed systems, she found herself seeking a means to align her rigorous technical foundation with the pragmatic world of business.

    The pivotal moment in Tanya's career came when her professor pointed her towards the field of product management, a role she had been unaware of but one that perfectly bridged her twin interests. She took her foray into the industry at a Seattle startup named Extrahop, preferring the nimbleness of a smaller company over the lure of established tech giants.

    At Extrahop, Tanya's role encapsulated the challenges of leveraging her technical knowledge in a business context, allowing her to expand her repertoire within the data space—something she had not initially envisioned for herself. Her background in consulting further enriched her approach, underscoring her journey not just as a technologist, but as a strategic thinker and influential product manager.

    [00:00] Intro
    [01:00] Transition from tech to product management with guidance.
    [03:12] Extrahop took hard road, but data management diversified.
    [09:18] Shift from on-premise to cloud drives innovation.
    [10:42] Cloud data warehouses face challenges with interactivity.
    [13:46] Professionals rely on data warehouse for loading.
    [18:40] Users need visibility into and reporting on pipelines.
    [21:36] Observability is crucial for monitoring data pipelines.
    [25:24] Open source accelerates innovation in teams.
    [28:24] Commercial vendors provide hosted model for technology.
    [32:34] Cloud data warehouse costs rise significantly with compute.
    [37:20] Standardizing data use critical for business evolution.
    [39:13] Customers prefer ease of use of cloud systems.
    [44:57] Passion for data-driven exploration and connection.
    [46:29] Tanya promotes Taylor Swift; fan is transformed.
    [48:32] Grateful for your time and support!

    ► Read the full article here:

    -
    I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes.
    --
    Read our Latest Articles Here:
    ► http://7wd.at/2292616

    ► Follow our Data Journey on Youtube
    http://7wd.at/2326c94
    ► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84

    ► OUR COMPANY:

    7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more.

    When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth.

    ► Follow me online here:

    LinkedIn: https://www.linkedin.com/in/yves-mulkers
    Twitter: http://twitter.com/yvesmulkers
    Twitter: http://twitter.com/7wData
    Instagram: http://instagram.com/yvesmulkers
    Facebook: http://facebook.com/yvesmulkers
    Website: http://7wData.be
    Our AI Group: http://7wd.at/aiconnect

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    49 mins
  • Master Storytelling in Data Presentation Ft. Christopher Chin
    Dec 4 2023

    In this episode of the Data Strategy Guru's podcast, we had the pleasure of hosting Christopher Chin, a communication coach for tech professionals.

    Christopher shares insightful tips and strategies on mastering the art of data storytelling and presentation.

    He emphasized the importance of active listening, consistent communication, and understanding the audience to effectively convey the value of data to business users.

    Drawing from his experience in the music world, Christopher highlighted the significance of creating an experience and inspiring action through data communication, rather than just sharing information.

    Join us as we delve into the world of data analytics, communication, and business impact with Christopher Chin on this illuminating episode.Our Guest: Once a dedicated professional embedded in the depths of the data industry, Christopher Chin emerged as a beacon for tech professionals seeking guidance beyond the binary realm. Understanding that the brilliance of data often loses its luster without the polish of presentation, Christopher pivoted his career towards mastering the art of communication.

    [00:00] Technical professionals must focus on problem identification.
    [03:47] Consistent communication is key for successful projects.
    [08:54] Poor data quality jeopardizes insights, necessitates communication.
    [10:56] Understanding both technical and business aspects is crucial.
    [14:21] Understanding business strategy is crucial for success.
    [16:57] Passion for film scoring led to communication insights.

    ► Read the full article here:

    -
    I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes.
    --
    Read our Latest Articles Here:
    ► http://7wd.at/2292616

    ► Follow our Data Journey on Youtube
    http://7wd.at/2326c94
    ► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84

    ► OUR COMPANY:

    7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more.

    When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth.

    ► Follow me online here:

    LinkedIn: https://www.linkedin.com/in/yves-mulkers
    Twitter: http://twitter.com/yvesmulkers
    Twitter: http://twitter.com/7wData
    Instagram: http://instagram.com/yvesmulkers
    Facebook: http://facebook.com/yvesmulkers
    Website: http://7wData.be
    Our AI Group: http://7wd.at/aiconnect

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    19 mins
  • How AI is Revolutionizing the Music Industry Ft. Roman Gebhardt (Cyanite)
    Oct 9 2023

    In this exciting episode of Data Strategy Guru's, host Yves Mulkers sits down with Roman Gebhardt, the founder of Cyanite, to explore the fascinating ways in which AI is revolutionizing the music industry. From transforming music search and categorization to optimizing energy in DJ sets and even creating seamless flow in playlists, Roman delves into the power of AI algorithms in understanding and enhancing our connection to music. Join us as we discuss the potential of large language models, the importance of accessibility and discovering new music, and the ethical considerations surrounding AI in the music world. Don't miss out on this insightful conversation that will open your ears to the future of music!

    Roman Gebhardt is a key player at Cyanite, a company that specializes in providing music tagging, categorization, and search solutions. With a focus on aiding both individuals and companies, they assist in organizing and enriching music catalogs with metadata, allowing for easier search experiences.
    In a world where vast catalogs with millions of tracks exist, Cyanite helps ensure that music can be readily discovered by anyone. With their innovative approach, they tackle the challenge of sifting through a vast amount of music and offer solutions that allow users to find the perfect tracks for their specific needs.

    [00:00] Intro
    [03:01] B2B and B2C music library solutions.
    [04:49] Prompt-based search for film scenes and music descriptions.
    [09:46] Limited analysis; upload 100 tracks; metadata tagging
    [13:38] Artistic use, valuable for customers with catalogs.
    [17:41] Large language models match text to media. Moving away from strict taxonomy. Music accessible through text.
    [19:47] Surprising music combinations defy traditional categorization.
    [25:20] AI developments outpacing legal regulation in music.
    [27:30] Roman fascinated by electronic music, especially in Berlin.
    [30:24] Thanks for listening to our podcast!

    ► Read the full article here:

    -
    I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes.
    --
    Read our Latest Articles Here:
    ► http://7wd.at/2292616

    ► Follow our Data Journey on Youtube
    http://7wd.at/2326c94
    ► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84

    ► OUR COMPANY:

    7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more.

    When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth.

    ► Follow me online here:

    LinkedIn: https://www.linkedin.com/in/yves-mulkers
    Twitter: http://twitter.com/yvesmulkers
    Twitter: http://twitter.com/7wData
    Instagram: http://instagram.com/yvesmulkers
    Facebook: http://facebook.com/yvesmulkers
    Website: http://7wData.be
    Our AI Group: http://7wd.at/aiconnect

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    31 mins
  • Bill Inmon on Data Warehousing: Past, Present, and Future
    Oct 2 2023

    In this episode of the Data Strategy Guru's podcast, join host Yves Mulkers as he interviews Bill Inmon, the renowned expert on data warehousing.

    Get ready to explore the past, present, and future of data warehousing as Bill shares his insights and experiences.

    Key themes discussed include the untapped potential of text data, the value of listening to customer feedback, the role of text in the medical field, the importance of reviewing corporate contracts, and the evolution of data warehousing since the 90s.

    Don't miss out on this captivating conversation with one of the pioneers in the field.

    ----

    Bill Inmon is a renowned figure in the field of data architecture. He witnessed the evolution of the concept, from the early days when it consisted of defining keys and attributes and storing them in databases, to the realization that a more organized approach was needed. As databases grew in complexity, the idea that a database should be a source of data for all processing took root.

    Inmon observed the rise of online transactional processing databases, each with its own unique properties. However, it was during this time that a crucial realization hit the corporate world. Despite having numerous databases, there was a lack of reliable and trustworthy data.

    Recognizing this pressing issue, Bill Inmon dedicated his career to solving it. He became a leading advocate for the development of data warehouses, which aimed to provide a comprehensive and unified solution for businesses to store and manage their data. Inmon's expertise in this area helped him become a trusted advisor for corporations, guiding them in building reliable and trustworthy data repositories.

    Through his innovative thinking and practical approach, Bill Inmon revolutionized the field of data architecture. His efforts paved the way for organizations to harness the power of data effectively and make informed decisions based on reliable information.

    ----

    [00:00] Intro

    [01:47] Data warehousing history and hybrid solutions.

    [05:35] Collection, public speaking, industry setback, data warehouse, marketing support.

    [08:55] Technology's rapid growth birthed data warehouses.

    [12:28] Analog IoT data leads to complex data.

    [15:32] Data lake house and data warehouse differences: structure and content.

    [19:21] Data warehouse vendors overlooked integration, unlike Hadoop.

    [21:43] Data integration and ETL; aligning multiple truths.

    [26:25] Text is gold; find valuable customer insights.

    [29:11] Importance of text in analyzing patient records.

    [34:23] Manual labor in data analysis is being replaced by generative AI.

    [36:07] Johnson & Johnson, largest US company; sad lawsuits.

    [39:42] Text unlocking success; marketplace forces pry minds.

    [47:48] NLP not designed for commercial use, outdated.

    [51:10] Largest library of ontologies; quick creation.

    [53:53] Thanks for joining our podcast.

    ----

    ► Read the full article here:

    -

    I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes.

    --

    Read our Latest Articles Here:

    ► http://7wd.at/2292616

     

    ► Follow our Data Journey on Youtube

    http://7wd.at/2326c94

    ► Subscribe to the @7w Data  channel here: http://7wd.at/1ec7d84

     

     

    ► OUR COMPANY:

    7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more.

    When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth.

    -------

    ► Follow me online here:

     

    LinkedIn: https://www.linkedin.com/in/yves-mulkers

    Twitter: http://twitter.com/yvesmulkers

    Twitter: http://twitter.com/7wData

    Instagram: http://instagram.com/yvesmulkers

    Facebook: http://facebook.com/yvesmulkers

    Website: http://7wData.be

    Our AI Group: http://7wd.at/aiconnect

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    54 mins
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