Data Driven Marketing

One dataset. Six daily challenges. A live session Sunday with an AI expert. By the end - a complete salary analysis you built yourself. [🚀 Launching the 1 week Python challenge - don't miss this!](https://baigacademy.ai/1weekchallenge/) Each day you'll get a Python task using a real dataset of 155,000+ data science job salaries from across the world. Here's what you'll learn each day: 📅 Monday: Loading and exploring data with pandas 🔍 Tuesday: Filtering and slicing dataframes 💰 Wednesday: GroupBy and aggregation 📈 Thursday: Trend analysis and line charts 🌍 Friday: Comparisons and bar charts 📊 Saturday: Distributions, percentiles, and your own conclusions 🎙️ Sunday - Live session with AI expert Rahim Baig: full solution + Q&A + career chat By the end you'll have covered the core Python data analysis toolkit - and built something real with it. You will also get a personal salary benchmark for your exact role, level, and region. And a portfolio piece you can reference in job applications and interviews 📁 No slides. No theory. Just real data, real code, real insights. [Join here](https://baigacademy.ai/1weekchallenge/)

**What you'll get in this session:** In 90 minutes, you'll watch a complete Python data analysis get built live - from a blank notebook to a finished salary benchmark report. You'll see exactly how a working data professional thinks through a real problem, step by step. This is the live finale of the 1-Week Data Science Salary Challenge, but you don't need to have done the challenge to get value from this session. *** **AGENDA:** 🔍 **Full end-to-end walkthrough** \- loading data\, filtering\, GroupBy\, visualisations\, and percentile analysis\, all built live in Python using a real dataset of 155\,000\+ data science job salaries **💰 Salary insights** \- what different roles\, experience levels\, and countries actually pay in today's market **🎯 Career Q&A** \- ask Rahim anything about breaking into data science\, what skills actually get you hired\, and where AI is changing the field *** **Who is this for:** * Aspiring data analysts and data scientists * Professionals looking to move into data or AI roles * Anyone who has started learning Python but wants to see it applied to something real No experience required to attend. You'll be able to follow along regardless of where you are in your Python journey. *** **About the host:** Rahim Baig is an AI and data science practitioner with extensive real-world experience across industries. He teaches Python for data science the way it's actually used - practical, tool-assisted, and focused on what matters for real roles.

Hi everyone, join us on Sunday, March 15th 2026, at Castle Mitte for a fun afternoon to connect and discuss MBTI personality, psychology and other interesting topics. Looking forward to seeing you there! Take a test to learn your type: https://www.16personalities.com/free-personality-test https://sakinorva.net/functions Some basic info on functions and type: https://www.verywellmind.com/the-myers-briggs-type-indicator-2795583 https://www.truity.com/blog/beginners-guide-understanding-mbti-cognitive-functions Our group aims to bring together people who are interested in self-development and self-improvement using MBTI and cognitive functions, in order to learn more about the theory and share our experiences with it. Another reason for this meetup is to meet people with whom you might potentially get along really well based on your type. This can lead to meaningful connections :)
Although the meetup is geared towards people who are interested in learning about MBTI theory and using it to improve their lives, our conversations aren’t only about that! We talk about anything and everything. So it's more like a regular social meetup with the aim of avoiding small talk :) 
You can also join our WhatsApp group chat here: https://chat.whatsapp.com/KzEwl2YD5K9F6adO7kvqPO

Chitta Walks is for people whose days move fast, while the mind never fully lands. Thoughts keep looping even when nothing is urgent. The body moves, but attention is elsewhere. Over time, this disconnect drains clarity and ease. This walk is a simple reset. We meet in Berlin’s Tiergarten and walk at a gentle pace. Parts of the walk are in silence, with light guidance and a few short prompts. The walk itself is the practice, bringing body and mind back into the same moment. No apps. No performance. Just a clear space to slow down and notice what is happening. If you want to slow down without withdrawing from life, join a Chitta Walk. ✨ **What to expect (approx. 90 minutes):** * A short arrival and orientation * A guided silent walk (phones off, no conversation) * One concise science-based impulse on attention or stress * Optional reflection in pairs or small groups * A simple takeaway or experiment for daily life 🚶**Who this is for:** * Professionals, creatives, and people in transition. * People who feel mentally busy and want more clarity and balance. * Those curious about mindfulness, but grounded and practical. * Anyone comfortable with silence and gentle self observation. 🔔 **Practical notes:** * Duration: 60-90 minutes * Wear comfortable shoes and weather-appropriate clothing * No prior experience needed * Group size is limited to keep the space quiet and focused 🧭 **Facilitator:** My name is Partha Sarathi, you can call me PS. I have lived in Berlin for over 12 years. With a background in physics and materials science, my interest in mindfulness grew through personal experience with stress and health challenges. I facilitate the space and structure of the walk, inviting shared exploration rather than instruction. 🤔 **Why Chitta Walks?** Chitta is a Sanskrit word referring to the mind or field of awareness, used here in a practical, non-religious sense. Chitta Walks is about noticing how the mind works by slowing down and walking together. Mindful walking makes thought patterns visible in real time, while moving and sensing in the world. The name points to a simple capacity: noticing what is happening in the mind without immediately trying to fix, judge, or optimize it. 🌿 **Possible effects:** A calmer nervous system. Clearer attention. A felt sense of being more present in your body. Subtle insights into how your mind reacts under everyday conditions. A quieter, more grounded way of moving through the city. **Come as you are. Walk. Notice. Leave with a little more space inside.**

## DNA. presents ''COMMERCIAL CONFIDENT" a dynamic and empowering session where You’ll connect with Your body, boost Your self-esteem, and express Yourself through raw, feminine energy and unapologetic movement. ‍ > Discover Your club confidence while recognizing your power- confident commercial energy with that underground “own the floor” vibe. Stage-ready, club-ready, You-ready. Led by Sarinia, this class focuses on choreography, precision, and performance - infused with raw, feminine energy. Drawing from over a decade of training, performance, and creative exploration across Europe, she brings a movement language that is both grounded and expressive. ‍ \*\*ABOUT THE DANCE INSTRUCTOR:\*\*‍ Sarinia, a DNA. Community Member & Your new favourite Commercial Dance Teacher is a dancer, poet, and evolving creator — exploring the intersection of movement, language, and visual storytelling. Her work transforms emotion into choreography, embodying stories through dance and poetry. For her, poetry is the root and dance is the language — together they form the foundation of her creative expression. Her approach encourages dancers to connect through intention and presence - to move beyond execution and explore how emotion can live within structure. **‍** > This session is an invitation to dive deeper into movement, refine Your craft, and embody strength with flow. ‍ ##### WHEN: Every Sunday 5 - 6 pm ‍ ##### DURATION: 1 h ‍ ##### WHERE: [DNA. HOUSE](https://maps.app.goo.gl/4XrC8gTPtdDGb3oB6) Wrangelstraße 25 10997 Berlin ‍ ##### WHAT YOU NEED: ✨ Wear sneakers and anything that makes You feel powerful - just make sure You can move and sweat in it :) ‍ ##### LEVEL: Beginner to Intermediate ‍ **COSTS:** Free for DNA. Dance Members\* / Regular 15e\*\* [> Become a DNA. Member](https://www.dna-artclub.com/dna-member) available: Online Tickets / Box Office ‍ See Us Soon. Love. DNA. ‍ ‍ *** For more insights, follow us on IG: [@nightart.club](https://www.instagram.com/nightart.club) \*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR. \*\*By entering the DNA. ART HOUSE, You agree to comply with the [Hausordnung of Dair Night Art e.V.](https://dairnight.com/hausordnung) and [Geschäftsordnung of Dair Night Art e.V.](https://dairnight.com/geschaftsordnung) Please ensure You review these documents thoroughly in advance.

Hey everyone! I’m organising a co-working + socialising session for all of us who like to work on something (e.g. our own project, freelance or remote work) but don't feel like sitting alone at home. 🙂 To ensure that we have both **socialising** AND **working**, we will be using the so called “Pomodoro” technique: **50min of deep work** (silent), followed by **10min of break** to socialise. Then repeat! If you get into flow, you're also welcome to skip the breaks. It’s an effective way to stay focused - you can read more about it [here](https://en.wikipedia.org/wiki/Pomodoro_Technique). Anyone from any background is welcome, whatever project you are working on or whatever is your personal background. I (the host) speak English and German, so either is fine :-) ——————————————————- AGENDA: * **15min Intro** * Get to know everyone, talk about what you will work on today * **Pomodoro Session** (3x) - *Each Pomodoro session consists* *of...* * ...**50min** of uninterrupted “deep work” (no talking, no interruptions, no phones) * ...**10min** of break: share your progress with others, talk about what you are stuck on etc. * Repeat * Conclude and celebrate your progress Share your progress, socialise and get to know others 😊 ———— We'll be at the Social Hub Berlin (they have a food menu in case you get hungry). The structured part will end at 2:30pm, but you're welcome to stay longer, go for lunch together, or leave earlier. See you there 🩵 **\*\*We'll reserve the long table. Please update your RSVP in advance if you can't attend!\*\***

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

If you’re reading this, you’re invited. Please don't hesitate to come even if you feel awkward about it, even if you're not "the typical ACX reader", even if you're worried people won't like you, etc. Join our Telegram group: https://t.me/+2-6QId-rIOczNWIy Location is the Espresso House coffee shop near Nordbahnhof, the same one where we have been before. [Espresso House](https://www.google.com/maps/search/?api=1&query=52.533104%2C%2013.387528) Gartenstraße 85-87 · Berlin

I swear it's a sport! Let's meet and play! **VERY IMPORTANT :** * Please keep reading comments and/or direct messages as long as you are on main OR waiting lists. * Sign-out as soon as you know you won't participate (even from waiting list). * Non-replied direct message ==> declined participation on Friday. **HOW TO JOIN** 1. Sign up to the event 2. Paypal on signup, 12€/person to https://paypal.me/berlinhorizon (use Friend&Family option !) 3. Join on Sunday * Guaranteed refund until cancellation deadline : -48h (=> Friday 1PM). * If **waiting list**, please **don't pay until** you get contacted and **moved to main list**. Contact if needed : berlin.horizon22@gmail.com **__________________________________________________________________________________** **Alternative no paypal (Cash, EXACT AMOUNT please)** 1. Reply 'Y' to RSVP question 2. Join on Sunday * Cancellation deadline (Friday 1PM) remains. * Late cancellation will be asked to pay. **__________________________________________________________________________________** **Timing :** * **13.00** : Meeting outside of main hall (or inside if rain) -> Introduction -> Desk registration (shoes check, rental...) * **13.15** : START PLAY * **14.45** : END PLAY !! Every 10th session you attend is for free !! (in form of a later refund. Still have to pay on the actual participation) **Facility :** TiB 1848 e.V, Columbiadamm 111 (close to Templehofer Feld) **Equipment :** * RACKET : Bring your own or rent one there (2€). * SHOES : checked at desk. Rental for 2€ -> Non-marking -> Light sole -> Not worn outside * Shower, locker available. * Sauna open at TiB discretion. Last but not least : no worries about level, we play for fun before all. The keyword of the event is sweet & sweat ! Looking forward to see you on the court :)

AKRO YOGA Jeden 2. Sonntag: Kurs Jeden 1., 3., und 4. Sonntag: Open Jam 15 bis 18Uhr \*KURS\* Partner-Akrobatik im Offenen Wohnzimmer - Open Level Class Der Kurs richtet sich an alle, die noch nie Partnerakrobatik ausprobiert haben, aber motiviert und interessiert sind. Aber auch für Menschen, die schon Erfahrungen mitbringen, wird etwas dabei sein. Wir praktizieren L-Basing (bei der eine Person auf der Erde liegt und eine andere Person auf den Füßen oder Armen balanciert). Wir werden uns jede Woche mit einem neuen Flow beschäftigen, wobei unser Fokus vor allem auf sauberer Technik und Sicherheit liegt. Du kannst gerne alleine kommen, wir werden im Kurs Partner\*innen zum Ausprobieren der Flows finden. Du brauchst: Bequeme, eng anliegende Kleidung, etwas zu trinken. Matten sind vor Ort. \*OPEN JAM\* Partner-Akrobatik im Offenen Wohnzimmer - Offene Jam Du möchtest deine neu gelernten Flows und Figuren aus der Partnerakrobatik mit anderen Menschen ausprobieren? Dann bist du hier genau richtig. Wir wollen gemeinsam einen Raum schaffen, in dem wir gemeinsam an unseren Flows arbeiten und kreativ experimentieren können. Nach einem gemeinsamen Warm Up wird frei ausprobiert, um am Ende bei einem gemeinsamen Cool Down wieder zusammen zu kommen. Du kannst gerne alleine kommen, es wird genug potentielle Partner\*innen vor Ort geben. Du brauchst: Bequeme, eng anliegende Kleidung, etwas zu trinken. Matten sind vor Ort. \*\*\*\* Anmeldung erforderlich : melde dich bitte an unter [akro@filua.de](mailto:akro@filua.de)

At [Pressecafe am Alexanderplatz](https://share.google/fQVEHlVOdOq1pV7FX) we’re gathering seekers and believers who resonate with the Law of Attraction, the teachings of Abraham-Hicks, Joe Dispenza, and the idea that we consciously create our own reality.✨ Over coffee and good food, we’ll share experiences, insights, and practical ways to manifest our desires in daily life. Whether you’re new to these ideas but deeply interested in this topic and want to start practicing, or you’re already a seasoned practitioner, this is a relaxed, supportive space to connect with like-minded people. Let’s inspire each other and co-create joy, abundance, and purposeful living together! ☕🥐 We will meet at the entrance ⚠️⚠️⚠️**Please note:** After 2 no-shows or cancellations less than 24 hours before the event, you will be removed from the group and will not be able to participate in future events.

Have you always wanted to learn bouldering but never had the right company? Or are you an experienced boulderer who just wants to find boulder-buddies? If yes, this is the right event for you. We are going to meet inside "urban apes Basement Boulderstudio", close to S Anhalter Bahnhof, also not far from Potsdamer Platz. If you have never been there, you will need to sign up with them, which will take a bit of time. After that, **you can find us on the couches near the lockers (not in front of the reception), next to a red smiley**. When you enter the actual gym, enter the hall by turning left immediately - you are walking towards them. We will start warming up around 11:10, so everyone has enough time to arrive and get changed before that. ***\*\*\**** *Spots are limited, so please update your RSVP at least 24 hours in advance if you won't be joining. **NO-SHOWs ARE NOT COOL \*\*\**** We enter the gym at 11:00, if you are late, you will need to look for us inside. IMPORTANT: they only accept cards as a payment method. No cash. One day ticket will cost you 13,90 EUR (10,90 EUR if you are a student, free if Urban Sports Club). **What to bring: well, first of all, a good mood.** But you could also bring * climbing shoes if you have any. If not, you can rent them there, no worries. They cost 3,50 EUR. * a lock (for the locker). * chalk. You won't need that if you are a beginner. Renting is possible. * water. * extra clothes. It's quite chalky there and humans sweat, not the best mix, don't you think? :D Please, note: the organizer is not responsible for anything, including injuries. A basic introduction will be provided.

Leads come in, but they don’t move. Prospects engage, but they don’t convert. Customers join, but they don’t stay. And most teams are guessing where the breakdown actually is. At this DC Marketing Tech Talks event, Geoff Livingston will walk you through a practical, end-to-end AI workflow designed to help you identify and fix the gaps in your customer journey. This session is about using AI to analyze how buyers are actually moving through your funnel, uncover where engagement drops off, and turn that insight into measurable improvements. You’ll learn how to: * Map your real customer journey * Identify friction points across your lead funnel * Use AI to analyze messy marketing data in a structured way. Geoff will show you how to turn disconnected touchpoints into a clear picture of behavior, how to surface usable insights, and how to feed those insights back into your campaigns to improve performance. This session will give you a detailed playbook. You will see the specific tools, the specific processes, and the step-by-step structure to implement this workflow inside your own organization. From auditing your journey to identifying measurable gaps, to prioritizing the highest-impact fixes, to building a repeatable optimization loop, you will walk away knowing exactly how to execute this approach from start to finish.

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

## **1 Million Cups Loudoun – Resource Presentation** **Why Not Today? Build Systems That Support Your Growth** **Presented by Leslie Kane, Founder of Why Not Today?** **Wednesday March 25th \| 9:00 AM – 10:00 AM** **Venture X Loudoun** Join us for a powerful resource presentation designed to help entrepreneurs move from scattered effort to sustainable momentum. *** ## **About the Session** Entrepreneurs rarely struggle because they lack ideas. They struggle because everything lives in their head. In this session, **Leslie Kane**, founder of **Why Not Today?**, will explore how developing intentional systems creates clarity, focus, and forward progress in business. Drawing from decades of leadership experience and working with hundreds of entrepreneurs, Leslie shares how structure reduces overwhelm, simplifies decision-making, and transforms inconsistent action into repeatable success. If you’re building a business and constantly feeling stretched thin, this conversation will challenge you to ask a powerful question: **Why not today?** *** ## **What You’ll Gain** * Insight into why systems are critical for growth * Practical perspective on turning ideas into structured action * A framework for reducing overwhelm * A mindset shift from reactive to intentional leadership This is not about adding more to your plate — it’s about building the foundation that allows your business to grow without burning you out. *** ## **About 1 Million Cups** 1 Million Cups is a national program that brings entrepreneurs and communities together to learn, connect, and grow through conversation and collaboration. Loudoun’s chapter meets on the 2nd and 4th Wednesdays each month. Join us for coffee, connection, and a conversation that may completely change how you approach your business growth.

Join us for an evening of great conversations, new connections, and insights at the Data & AI Social Club! This relaxed networking event brings together professionals, enthusiasts, and curious minds from the worlds of data and more!

***Bethesda, MD (register to receive full details including address)*** * Doors open at 11:00 AM EST * Event starts at 12pm EST (til 5PM) * **You must [register and purchase tickets](https://www.fromdmtodate.com) *[Virtual options must also register.](https://www.fromdmtodate.com)*** **Are you ready to stop swiping and start connecting?** ***This Brunch is a fun, interactive & educational event.*** If you’ve been out of the game for a while, the digital world can feel cold. But your journey to love doesn’t have to be. Are you tired of feeling like your heart is on a shelf while everyone else finds their person? It’s time to move from feeling 'invisible' to feeling seen, chosen, and celebrated. Are your friends having success dating online and you don't know where to get started? Imagine waking up to messages that actually excite you, from men or women who truly "get" you. **[Join us for a live, interactive boot camp designed to help singles like YOU navigate the world of digital romance.](https://www.fromdmtodate.com) (tickets MUST BE PURCHASED in advance).** **This is a [hands-on event](https://www.veemindful.com/bootcamp) during which you will:** Learn Practical exercises to help you master online dating, such as crafting a compelling profile, and writing engaging messages. Receive Strategies to overcome common mental barriers and build genuine confidence in your online dating life. Understand Insights into creating a positive mindset and setting achievable dating goals. **Embrace a supportive community of like-minded Men and Women.** **No judgment. Just support.** If you're tired of struggling or defeated with the online dating scene, don't think twice. **[This event is for you if:](https://www.fromdmtodate.com)** * If you are tired of the Dating Games and Algorithms.. * If you have not a clue as to why you're still single after years... * If you are tired of Swiping Left & Right with no matches... * Or if you are constantly getting ghosted, unmatched, or left on read... We know that there's someone for everyone... **Who is this event NOT for?** * People who blame the opposite sex for all their dating problems. * People who believe that everyone else is the problem. * People who have given up on love. * People who are looking for bootycalls & sugar daddies. **We’re going to help you clear the path so you can stop matching with 'anyone' and start connecting with 'The One.** **[*VIP Access](https://www.fromdmtodate.com)** * Front row seating so that you don't miss a thing * A private one-on-one coaching session with Vee Mindful to uncover your personal dating blocks. **[General admission access](https://www.fromdmtodate.com)** **[Streaming online](https://www.fromdmtodate.com)** **Stop waiting for "luck" to find you.** Sign up now and get ready to start attracting meaningful connections. *\*Spaces are limited, so reserve your spot today and take the first step towards a dating life that actually feels good.* **[REGISTRATION LINK: this event is a paid event.](https://www.fromdmtodate.com)**

This training is designed for real estate agents who want to learn how to play the Agent Investor game. The goal of this training is to help you flip your income into ownership. ━━━━━━━━━━━━━━━━━ **Traditional buyers transact once every 7–10 years. Investors transact 3–10 times a year.** If you want predictable income, consistent deal flow, and a long-term wealth ecosystem, you don’t need more leads—you need a better list: a database of committed investors who buy repeatedly. The Investor Goldmine teaches you how to build, grow, and activate an investor database that becomes your most valuable asset in real estate. Instead of competing for one-time transactions, you position yourself as the Agent Investor—someone who understands strategy, leverage, and wealth building. In this session, you’ll learn the proven systems to build your investor list from scratch, including: * Where to network to meet real investors already buying * A simple “one lunch a week” strategy to build relationships fast * How to use giving and social currency to become the trusted connector * How absentee owners and business owners can become your best investor pipeline * Why community accelerates database growth—even if you don’t run one You’ll also get a clear activation plan to start growing and converting your investor database immediately. Because the model is simple: Build the list. Call the list. Market to the list. And your income becomes repeatable. ━━━━━━━━━━━━━━━━━ **Did you miss it?** [Watch all GRID Reston event playback on YouTube](https://www.youtube.com/playlist?list=PLOTh5kxLLJI1G3VH6Pqhlhu0uTA8yrdpi) ━━━━━━━━━━━━━━━━━ **Join the GRID Facebook Community** [Join the online GRID community here](https://www.facebook.com/groups/gridinvestor) to post deals, ask questions, and connect with other investors across the globe.

Join us for another session of our study group as we continue our coverage of the book Domain-Specific Small Language Models. In this session, we will attempt to cover Chapters 5 on "Exploring ONNX" and Chapter 6, on "Quantizing for your Production Environment". This isn't just a lecture! Come ready to ask questions, share insights, and code along. Whether you're a beginner or have some experience, this is the perfect opportunity to continue to learn together. If you plan to work with the code on your own laptop during the session, try and download the code from here https://github.com/virtualramblas/Domain-Specific-Small-Language-Models ahead of time.