Business Analytics

The ruins of **lost civilizations** like Guge Kingdom, **ultimate pilgrimage destination** such as Mt. Kailash, and a vast array of **wildlife** keep captivating ceaseless flow of global photographers, pilgrims and other tourists to visit in **Ngari region.** Starting your adventure from Lhasa, this **15-day big loop tour** brings you a superb chance to explore the **essence of Tibet** with a focus in **vast wilderness of Ngari.** Grab your passport and let's get on this **once-in-a-life-time journey.** **Highlights** **☁️ABOVE THE CLOUD -** See seven epic 8000+m snow peaks **🏔️MT. KAILASH · A PILGRIMAGE -** 3-day trekking to the ultimate holy mountain **🌊THOUSAND LAKES -** a feast for the eyes **🛖IN-DEPTH CULTURE -** visiting some of the most secret and fascinating monasteries and Tibetan villages **🦌WILD LIFE -** Changtang depopulated zone 4 **Guarantee** ***01.*** Comfortable accommodation ***02.*** Oxygen bottle ***03.*** Comfortable bus & experienced local driver ***04.*** 10+ years' experiences in Tibet travelling **🗺️ Trip At a Glance** **Day 1 · Lhasa arrival (3650m)** ⛰️3650m 🏨 Gang-Gyan Hotel Lhasa or similiar 🚌 70km; 1hrs **Day 2 · Lhasa City Sightseeing \*Drepung Monastery,** Sera Monastery and watch the monks' debate activities 🏨 Gang-Gyan Hotel Lhasa or similar **Day 3 · Lhasa City Sightseeing \*Potala Palace,** Visit the Jokhang Temple and Barkor Street, Sweet Tea House Break 🏨 Gang-Gyan Hotel Lhasa or similar **Day 4 · Lhasa – Yamdrotso Lake - Farm House Lunch -Gyantse - Shigatse** 🏨 Shiga-Yangcha Hotel Shigatse or similar ⛰️3650-5030-3600m 🚌 360km; 8hrs **Day 5 · Shigatse-Tingri-Everest Base Camp** ⛰️3600-4300-5200m 🏨 Rongpuk Guest House 🚌 340km; 8hrs **Day 6 · EBC -Pekutso-Saga** ⛰️5200-4510m 🏨 TYalong Zangpo Hotel or Similar 🚌 380km; 7hrs **Day 7 · Saga -Tarchen** ⛰️4600m 🏨 Himalaya Hotel or similar 🚌 490km; 8hrs **Day 8 · Kailash Kora, 1st day Tarchen - Driapuk** 🥾 trekking 13km; 5hrs ⛰️4675-5210m 🏨Driapuk Monastery Guesthouse **Day 9 · Kailash Kora, 2nd day Driapuk – Dzultripuk** 🥾 trekking 24km; 10hrs ⛰️4675-5630-4810m 🏨 Dzultripuk Monastery Guesthouse **Day 10 · Kailash Kora, 3rd day Dzultripuk – Lake Manasarovar.** 🥾 trekking 12km; 4hrs ⛰️ 4810-4600m 🏨 Himalaya Hotel or similar **Day 11 · Tarchen-Saga** ⛰️4510m 🏨 Yalong Zangpo Hotel or Similar 🚌 490km; 8hrs **Day 12 · Saga - kyirong** ⛰️4510-2800m 🏨 Pencuo Kangsang Hotel or Similar 🚌 200km; 3hrs **Day 13 · Kyirong-Tingri** ⛰️2800-4300m 🏨 Tingri Everest Hotel or Similar 🚌 260km; 5hrs **Day 14 · Tingri-Lhasa** ⛰️4300-3650m 🏨 Lhasa GangGyan Hotel or similar 🚌 500km; 3hrs **Day 15 · Lhasa departure** **📅 Trip Dates & Pricing**（Dates in bold are **CONFIRMED** groups) **April 28-May 12** **May 8-22，May 17-June 31，May 29-June 12** Oct 11-25，Oct 18-Nov 1 **·** **Price:** RMB 14960 **·** **Single Supplement:** RMB 2750 **May 24 - June 7（Saga Dawa Festival）** **·** **Price:** RMB 16460 **·** **Single Supplement:** RMB 3710 **June 6-20，June 11-25，June 15-29，June 22-July 6，June 29-July 13，July 5-19** **Aug 21-Sep 4，Aug 29-Sep 12** Sep 8-22, Sep 12-26, Sep 19-Oct 3 **·** **Price:** RMB 15990 **·** **Single Supplement:** RMB 3050 July 17-31，July 22-Aug 5，**July 31-Aug 14** Aug 6-20，Aug 15-29 Sep 26-Oct 10，**Oct 4-18** **·** **Price:** RMB 16880 **·** **Single Supplement:** RMB 3250 **What's included** · **Tibet travel permit** and all other necessary permits to Tibet · **15-days' local transportation** (7-23 seats bus with AC) with **one time airport picking-up and seeing-off service** · **14-nights' accommodation** in hotel and guesthouse (double occupancy) · All **admission fees** and activities indicated in the itinerary · 9 breakfast, 1 lunch, 1 tea-break and 1 dinner · **Knowledgeable English-speaking Tibetan local tour guide** · **Travel insurance** · Mineral water, **oxygen bottle** and **first aid kit** **What's not included** ❌Flights to and from Lhasa ❌Single room occupancy (Refer to prices for respective dates) ❌Main meals during the trip ❌Invoice, personal expenses and unexpected expenses **Trip Inquiry:** Telephone/WhatsAPP:0086 15001791355 Wechat: OKDealTravel Email: [contact@okdealtravelchina.com](mailto:contact@okdealtravelchina.com) **Notice** 1\. Please note that hotel rooms are based on double occupancy\. If you signing up solo\, we'll try to match you with other same gender guest\, but if we can't find other guests to share the room with\, single supplement will be charged\. 2\. Please note that this trip contain high altitude hiking\. For your safety\, This trip is recommended for 18\-65 year old guests with **good physical condition and had high altitude hiking experience only，f**or people who are suffered from heart disease, high blood pressure and severe cold are not recommended to join this trip 3\. Private group is available for minimum 2 persons\. Please contact us for quote\.

✅ Small group (4-12ppl) ✅ Tibet permit handled for you ✅ Authentic experiences of Tibetan culture ✅ All iconic attractions included ✅ 1-2 people to sign up A classic 8-day tour that includes all of the iconic Tibet destinations, offering fabulous **monasteries**, breathtaking **high-altitude walks**, stunning views of the world’s **highest mountains** and one of the **warmest cultures** you will ever encounter. An ideal choice to fully experience the magnificient nature and fascinating culture of the sacred land of the Himalaya. **Destination:** Tibet, China **Accommodation:** 4 star hotel in Lhasa and Shigatse; one night in dorm room hostel or tent in Rongbuk with limited condition **Airport Free Picking up and Seeing Off -** Picking Up at 10:00，13:30，16:00，18:30 everyday from Lhasa airport to city downtown Seeing off at 06:30，08:00, 12:00 from Lhasa city downtown to the airport **(\*if your time falls off from these committed pickup times, there will be extra 400rmb/car for private airport pickup)** **Train station** picking up and seeing off are all **free of charge on your committed arrival and departure date.** **Notice** 1\. Each group will be confirmed with minimum of **4** guests and **12** guests maximum 2.The dates in the form highlighted **in bold** indicate that the groups have been confirmed with more than 4 guests signed up. 📅 Trip Dates & Pricing **Slow Season** Jan 11-18, **16-23, 19-26,** 22-29, **25- Feb. 1,** 29 - Feb. 5 Feb 1-8, **3-10,** 5-12, 6-13, **8-15,** 9-16, 12-19, **15- 22,19-26,** **22-Mar. 1,26- Mar. 5** Nov 1-8, 5-12, 8- 15, 12- 19,15-22, 19-26, 22-29, 26- Dec 3, 29-Dec 6 Dec 3-10, 6-13,10-17, 13-20,17-24,20-27, 24-31, 27-Jan3, 31-Jan7 **·** **Price:** RMB 6990 **·** **Single Supplement:** RMB 1400 **Normal Season** **Mar 1-8,** 4-11, 5-12, 8-15, 12- 19,**15-22,** **19-26,** 22-29, **25-Apr 1, 29 - Apr 5,** 30 - Apr. 6 **Apr. 1-8, 3-10, 5-12, 7-14, 9-16,11-18, 13-20, 16-23,**18- 25, **20-27, 23-30, 25- May 2, 27-May 4, 29-May 6** **May 1-8,** 3-10, 6-13, 8-15, **10-17,**11-18, 13-20, **14- 21,** 16-23,**17 -24,19-26,** 20-27, 22-29, **24-31,** May 25- Jun 1, 27 - Jun 3, 29-Jun 5 Oct 11-18, 12-19,14-21, 16-23, **19-26,** 21-28, 23-30, 25-Nov 1, 27-Nov3, 29-Nov5 **·** **Price:** RMB 7890 **·** **Single Supplement:** RMB 1560 **Peak Tour Season** June. 1-8, 3-10, **5-12, 7-14,** 9-16, 11-18, **14-19,**15-22, **16-23,** 17-24, 19-26, 21-28, **25 - July 2, 27 - July 4,** 29 - July 6 July. 1-8, 3-10, **5-12,8-15** **Aug. 21-28**, 23-30,**26-Sep 2**, 28-Sep 4, 30-Sep6 Sep 2-9, 4-11, 6-13, 9-16, **11-18,**13-20,16-23,**18-23** **·** **Price:** RMB 8390 **·** **Single Supplement:** RMB 1740 **TOP Peak Tour Season** July 10-17, 12-19, **15-22,**17-24, 20-27, 22- 29, 24-31, 26-Aug 2, 29-Aug 5, 31-Aug 7 Aug 3-10, 5-12, 7-14, 9-16, **11-18,** 14-19, 16-23, 18-25 Sep 20-27, 23-30, **25-Oct 2,** 27-Oct4, 30-Oct 7 Oct1-8, 4-11, **6-13,** 8-15 **·** **Price:** RMB 8990 **·** **Single Supplement:** RMB 1980 **Discounted Price For -** \* **200rmb/person off** discount price for **citizens from China including HK&Macao** \* Free of Charge for the children under 3 years old, half price for children between 4-11 years old and full price charged to children above 12 years old **🗺️ Itinerary Highlights** **Day 1 · Lhasa arrival, free time** 🚌 70kms \| 1h 🏨 Thangka Hotel Lhasa or similar ⛰️ 3650m **Day 2 · Lhasa City Sightseeing** ✨Visit Drepung Monastery and Sera Monastery Debating 🏨 Thangka Hotel Lhasa or similar 🥞 Breakfast; Welcome Dinner ⛰️ 3650m **Day 3 · Lhasa City Sightseeing** ✨Potala Palace; Local Folks Activities; Johkang Temple；Local Tea House Experience 🏨 Thangka Hotel Lhasa or similar 🥞 Breakfast; Tea Break ⛰️ 3650m **Day 4 · Lhasa - Yamdrotso - Gyatse - Shigatse** ✨ Yamdrotso Lake, Local rural family visiting & Farm lunch; Karola Glacier 🏨 Schery Hotel Shigatse or similar 🚌 360kms \| 8h 🥞 Breakfast; farm lunch ⛰️ 3650m - 5030m - 3600m **Day 5 ·Shigatse - Tingri - Everest Base Camp** ✨ overlooking Mt. Everest and the Gawula view point visit Rongpuk Monastery (3.3km to EBC, you could take a short hike there if you like) 🏨 Everest Base Camp Guest House (dorm bed) 🚌 340kms \| 8h 🥞 None ⛰️ 3650m - 4300m - 5200m **Day 6 ·Mt. Everest - Dingyal-Shigatse：Everest East sideViewpoint, Farewell Dinner** ✨Savor the beautiful moments of the early morning. Visit Rongbuk Monastery, the world's highest-altitude monastery. Drive to the Xilin View point to admire the breathtaking views of the eastern slope of Everest, and Mt. Lhotse. Share a traditional Tibetan dinner and enjoy the distinctive folk songs and dances of Shigatse. 🏨 Schery Hotel Shigatse or similar 🚌 360kms \| 8h 🥞 Breakfast; Dinner with Song and Dance Performance ⛰️ 5200m - 4300m - 3600m **Day 7 · Shigaste - Lhasa** **✨** Tashilhunpo Monastery; Yarlung Zangbo River 🏨Gang-Gyan Hotel Lhasa or similar 🚌 280kms; 5h 🥞 Breakfast ⛰️3650m **Day 8 · Lhasa departure** **🥞** Breakfast **Price includes:** **√ All necessary travel permits for Tibet** (mainland Chinese/HK citizen waived) √ Tourist bus/minibus transportation with experienced local driver during tour and between airport/train station and Hotel at designated period of time √ 6 nights accommondation: twin shared rooms with breakfast - 6 nights at 4-star hotel; 1 night at EBC area with limited condition and no breakfast. √ All admission fee of tourists sites listed in the itinerary √ Welcome dinner in D2, Tea break in D3 and Dinner with song and dance performance in D6. √ Experienced Local Tibetan private guide √ Travel insurance **Price does not include:** × Main transportation (flights/train) × Lunches except D4 and dinners Except D2 during the trip x Tips to driver and tour guide \*not mandatory × Single room supplement × Invoice and all personal expenses × Airport/train station pickup/see off out of your group dates dates or shuttle bus schedule **What you should bring:** **1\. Clothing** 1-2 pairs of durable shoes, mid-weight (may-sep) waterproof clothes (dress in layers); hat (to prevent from UV and strong wind); high-quality socks **2\. Personal Hygiene and Toiletry Items** Sun block SPF 50+, lip balm SPF 50+, moisturizing skincare products, anti-bacterial hand sanitizer, wipes, feminine products, shaving products; (for 1 night in Rongbuk: travel size soap and shampoo, toothbrush and tooth paste, disposable towel, ear plugs, etc) **3\. Others** Original passport, basic medicines, waterbottle, camera, energy snacks, power bank, books, etc **About high altitude sickness:** The average altitude of Tibet is about **4000 meters** above the sea level (Lhasa: 3700m; Shigatse: 3836m; EBC: 5100m;). You may suffer from High Altitude Sickness in the beginning days of your Tibet trip. But don’t worry too much, **the high altitude can be acclimatized usually in 2\~3 days**. Our suggestion is to take a physical examination and get suggestions from your doctor, and medicines like aspirin is helpful to ease the headache. (drinking coke is also helpful). While in Tibet, you should **keep warm all the time**, avoid running, drink more water and eat more vegetables and carbohydrates. We suggest you to not take showers during the first day after your arrival at Tibet. If you don’t feel well, get help from your tour guide or go to the hospital without any delay.

dear all, We will move to Bailian Zhongshan BEFORE jing’an opens. Welcome to join us Please confirm with me first before you signed up My WeChat is ellenliu12345 60rmb for 2 hours , 6 people share a court 小伙伴们， 所以我们在静安开放之前将会在百联中环打，欢迎加入我们

what is the best way to spend your weekend ? come to join us for badminton to have fun! please prepare racket by yourself , shuttlecock will be provided , add my WeChat : ellenliu12345 to sign up by our WeChat group . 60 RMB for 2 hours , we play double for fun game , 6 people share one court

what is the best way to spend your weekend ? come to join us for badminton to have fun! please prepare racket by yourself , shuttlecock will be provided , add my WeChat : ellenliu12345 to sign up by our WeChat group . 60 RMB for 2 hours , we play double for fun game , 6 people share one court

Add wechat ellenliu12345 if you want to join the event! sign up in advance is necessary.Welcome join us 50rmb for 2 hours , prepare racket by yourself

Discover the healing power of Qigong — an ancient Chinese practice that harmonizes breath, movement, and meditation. 🌿 Whether you want to reduce stress, boost energy, or improve balance, our upcoming Qigong course offers a gentle yet powerful path to well-being. No experience needed. ✨ Every Tues (3-4.15pm) ✨ Led by certified instructor（20+ yrs of teaching Qigong） ✨ All levels welcome ✨️ Wear comfy clothes, flat shoes & bring water ✨️ Taught in English in a small international group Everyone Welcome! 🪷 Breathe. Flow. Thrive. 👉 Reserve your spot today (RSVP) *128rmb/2 classes (first time student only) 660rmb/6 classes (in 2 month) 990rmb/10 classes (in 3 month) 🎙IMPORTANT: After RSVP on Meetup，please kindly add Whatsapp or weChat to confirm with us 📲 (messaging in Meetup sometime not working)🙏 Whatsapp: +886-973056020 weChat: yuli18610056514 Tel: +86-15910926120 More info: [www.instagram.com/yuliqigong](https://www.instagram.com/yuliqigong) [www.facebook.com/yuliqigong](https://www.facebook.com/yuliqigong)

Please add my WeChat **GD-Karen. All final arrangements and event details are shared on WeChat. I will add you to a WeChat group. You can also scan the QR code above.** This is both a social and business networking opportunity. **Karen’s Saturday Social & Business Networking Meetup** 📍 **Location:** People’s Square, Shanghai 🗓️ **Time:** Saturday afternoon 💴 **Fee:** 50 RMB (includes unlimited beer & soft drinks) What to Expect: * Exchange ideas and pitch your projects or products * Build both professional and social connections * Grow your network in a relaxed, open setting Come for the opportunity. Stay for the conversations. Leave with new connections that spark future possibilities. 👉 **To join:** Please add Karen on WeChat at **GD-Karen** **All final arrangements and event details are shared on WeChat.**

***Scan the WhatsApp QR code above to connect with us.*** (Hint: Save the image to your phone, then open it. Press and hold on the image, and your WhatsApp app will open and prompt you to add the contact.) **AN EVENT MAY ONLY TAKE PLACE AFTER YOU HAVE CONNECTED VIA WHATSAPP. There will be no event unless it is confirmed in a WhatsApp group.** The picture above was taken in the compound of **Baoshan Temple** (寶山寺), it is a Buddhist temple located on the banks of the Lianqi River in the town of Baoshan District, Shanghai. Hi, my name is Nigel. I graduated from Nanjing University of Aeronautics and Astronautics and began my career designing rocket components for China’s aerospace program. So unlike the so-called “rocket scientists” on Wall Street, I am the real deal. For the past 20 years, I have helped foreign businesses achieve a smooth landing in China, navigating everything from market strategy and regulatory compliance to local partnerships and execution. I speak the languages of engineering, mathematics, and cross-border business. Let us have a cup of tea at a peaceful Buddhist temple and talk business. We can brainstorm practical, real-world approaches to doing business in China. My associate and I also host business networking events and organize trips around China for professionals and entrepreneurs. Please add the WhatsApp contact above to connect and confirm details.

**Please add my WeChat** **GD-Karen. All final arrangements and event details are shared on WeChat. I will add you to a WeChat group. Remember to mention 3D Printing when you add me as I have a few WeChat groups.** Hello everyone, my name is Karen. I’ve launched a 3D-printing startup near People’s Square, and I’d like to connect with others who are interested in 3D printing—whether for technical discussions, resource sharing, or project collaboration. From time to time, I may have larger projects where partnership could benefit everyone involved. If so, I’d be glad to share both the work and the revenue. Hope to meet fellow enthusiasts soon.

since I don't have idea what is the best way to do it,but you can contact/message the members who signed up the meetup to coordinating the meeting. also check out http://papertradecontest.net/ see if you have any input, comments to discuss in our meetup. also check out this video introduction https://www.youtube.com/watch?v=_GrpmXYEClM&t=7s cheers

Join us for a simple chat over some hot water for general Business networking - Fintech, Ecommerce, and Startup talk. You NEED TO add my WeChat ID: cerentine, to confirm your event attendance. If you do not, your RSVP will NOT be accounted for as there is only limited space.

**Bringing Dubai AI weekly AI energy to ShanghAI (上海):** 我们每周六 19:30 线下聚会。 This is a casual, high-bandwidth gathering for AI programmers, founders, and the AI-curious (对 AI 好奇的朋友们). No prior background required—探索如何用好 AI，而不是被它取代。 📱 Stay Connected / 保持联系 Join our shared global community to stay synced on tools, locations, and updates: * **WhatsApp (Global Community):** [https://chat.whatsapp.com/EJv3nAlirgr7IGWxhvqmNV](https://chat.whatsapp.com/EJv3nAlirgr7IGWxhvqmNV) * **WeChat/QQ Group (Weekly Update):** [https://qm.qq.com/q/EEKnU4Sp7q](https://qm.qq.com/q/EEKnU4Sp7q) * **Meetup Pages:** [https://www.meetup.com/shanghai-ai](https://www.meetup.com/shanghai-ai) [https://www.meetup.com/dubai-ai](https://www.meetup.com/dubai-ai) ### 📍 The Venue / 活动地点 We start with focused discussions and transition to the city's nightlife energy after the bookstore closes. * **19:30 - 21:30:** Local Book Store (Check WeChat group for this week's specific hidden gem). * **21:30+ After-Hours:** We move to **4 Heng Shan Lu, Xu Hui Qu (衡山路4号，徐汇区)**. This is a lively, expat-friendly bar street—perfect for "terrace" networking and neighborhood-style food. * **Cost:** Free (Come as a regular customer). ### 🌍 Global Context / 全球联动 ShanghAI is a direct sister hub to the **Dubai AI (DIFC)** and **MumbAI AI** chapters. We are building a global “AI-agentic social marketplace” community—从上海到迪拜，从线下 meetup 到线上工具 ( GetPaidX.com / DubaiAI.vip ). GetPaidX.com — Publish Your Professional 24/7 AI Workspaces, Get Funded. *** Reply with a comment below or visit the scratchpad at **[https://dubaiai.vip/profile/dubai-ai-vip@outlook.com](https://dubaiai.vip/profile/dubai-ai-vip@outlook.com)** to add ideas for our next meeting: * **How to get paid by fans & clients:** Discussions around app payments and global payouts. **Stripe API (US)** vs. **WeChat Pay/Alipay (China)** vs. **RazorPay (India)**. Navigating taxes and cross-border financial regulations. * **How to get closer to creators & developers:** Insights into local Xuhui business networks, Shanghai co-working spaces, and regulated industries (Education/Healthcare). What products do local customers actually want? * **How to share revenue with influencers:** Partnering with local creators on **Xiaohongshu (小红书)**, Instagram, or YouTube to distribute and market AI products. * **How to save time via AI Agents:** Setting up **OpenAI Codex CLI**, **Google Gemini CLI**, **Anthropic Claude Code**, or **Google Antigravity** to delegate tasks directly from your terminal. *Add your own ideas and discussion topics to the scratchpad link above...*

Events are postponed due to covid Join our wechat community and group for online networking and resource sharing! - add the organizer wechat: cerentine

Join Voice Over Pros Of Ohio for an exciting morning of networking, and exploring opportunities in the world of voice acting. Whether you're a seasoned professional or just starting out, this event is perfect for expanding your network, learning how to start a VO business, and for honing your skills. Connect with fellow voice actors and VO experts, that will help you succeed in your voice over business. This event will feature discussions on professional development, entrepreneurship in the voice over industry, with tips for navigating the world of voice acting. Don't miss this unique opportunity to learn from others, collaborate with like-minded individuals, and take your voice over career to the next level. Join us Saturday, March 28, from 10am - 12pm and learn how to start or grow your voice over business. Let your voice be heard! The $10 fee covers refreshments and door prizes.

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

Join us for lunch and meet our very successful group. We are each others sales team...always looking for referrals for our members. If you are looking for new clients, let us help you out! Bring your business cards and brochures to share with us. We have a speaker each week so that we can learn about their business. Because we have only one member per business, we have many of the spots filled. However, we are specifically looking for an estate attorney, a handyman/electrician, and an event planner. We have referrals for you! All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)