Andrea Moore

Some great perspectives on data science challenges - forward thinking for data scientists also includes having a mentor, participating in a community and attending events where benefit of tech is shared. We have to help each other. #saschat #SASExplore

@Sglavo well said - everyone does not have to excel at the same thing and different perspectives make the end result better! #SASChat

A5: A love of learning and problem solving including and beyond the "data science" content. Ability to explain why a model works and show the benefit. #SASChat #Analytics

@sasforums A4: Trust is key. The most successful approaches I have experienced are listen, ask questions, understand the business stakeholders POV and leverage capabilities like model explainability to help business users trust models. #SASChat #Analytics #ExploreSAS

Q4: How are progressive #datascientists engaging and influencing business stakeholders to optimize business value? #SASchat #Analytics #ExploreSAS

@sasforums A3: Sleep less? In lieu of that, utilizing tools and platforms with imbedded automation to accelerate insights such as SAS Viya. I love the automated insights that I can create in <1 second that used to take me about a day to code. . #SASChat #Analytics #ExploreSAS

Q3: What steps can #datascientists take to stay ahead of these changes? #SASchat #Analytics #ExploreSAS

@sasforums A2: With digital transformation, larger volumes of data are created at a faster pace and leveraging the potential insights is more complicated. Risks around poor data quality, bias and privacy become more challenging with more, faster data. #SASChat #Analytics #ExploreSAS

Q2: How are these amplified by the pace of change and #digitalization? #SASchat #Analytics #ExploreSAS

@IainLJBrown @sasforums So many untapped insights in those mountains! #SASChat #Analytics #ExploreSAS

@sasforums A1: Biggest challenge for data scientists? Probably not being seen as the office wizard because you say 'algorithm' a lot. Oh, and mountains of unstructured data, of course 🧙‍♂️📊 #SASChat #Analytics #ExploreSAS

Q1: What are the biggest challenges facing #datascientists today? #SASchat #Analytics #ExploreSAS

@sasforums A1: One challenge is all the disparate systems they need to use that require recoding or make it difficult to integrate data, sometimes model implementation is slow or doesn’t happen. #SASChat #Analytics #ExploreSAS

@sasforums Good morning! I'm looking forward to the conversation. #SASChat #Analytics #ExploreSAS

Hello and welcome to our chat - please introduce yourself and don't forget to use #SASchat, #Analytics and #ExploreSAS in all your tweets to be a part of the conversation.

A1: Working with teams to solve business challenges that are important to them. #saschat

Hi everyone -this is Andrea from Atlanta! Looking forward to chatting about the #SASHackathon #saschat

@sasforums A2: Managing all the requirements for each 5G network slice and monitoring performance requires automation and machine learning with predictive models to alert to anomalies and poor customer experience. #NWDAF #saschat

Q2: How do you see the AIOps role in this network automation? #NWDAF #SASchat

A1: A key attribute of 5G is unique network slices that are fit for purpose. Closed loop automation will assure the appropriate experience for usage of these slices. #saschat #nwdaf

@sasforums Hi! Looking forward to a great discussion today. Fall is in the air here in Atlanta!

Hello and welcome to our chat on Network Data Analytics Function (#NWDAF) - please introduce yourself and don't forget to use #SASchat and #NWDAF in all your tweets to be a part of the conversation.

@punirajah @DebbieMayville Looking forward to that!!

@DebbieMayville @andreamoore26 we need to talk about hyperautomation. I'll book a call!

A1: Accelerated innovation with analytics and automation core requirements with increased customer expectations. #SASchat

@DebbieMayville agree with @DebbieMayville. It's the combination of network expertise and data science expertise that may be achieved through training and also close collaboration. #saschat

A5: The network teams will need to partner more with data scientists or up-skill their engineers to utilize AI/ML to get to more autonomous networks as well as build new business outcome solutions. Telcos will need to embrace new training and new skills #saschat #saschat

@sasforums A5) one unique opportunity has been #SAShackathon. #saschat #analyticsmodernization

@sasforums A5) Digital transformation requires automation and analytics. Communications companies can augment their talent by partnering, with universities or government projects or consulting with analytics companies designing education experiences.#SASChat #analyticsmodernization

Q5: What are the biggest talent management changes telcos will need to embrace to assure transformation success? #SASchat #AnalyticsModernization

@sasforums A4) Digital transformation should be underway and then innovation with partners to deliver new experiences. Can't afford the time required to build it all internally. #SASchat #analyticsmodernization

Q4: How can traditional telcos move from selling network services to selling outcomes and/or experiences? #SASchat #AnalyticsModernization

@MariNBjorkman @sasforums @MariNBjorkman agreed - agile network capacity planning includes the ability to forecast at a very granular level, as well as use automation, which are achieved through analytics! #saschat #analyticsmodernization

@sasforums A3 Have an agile network capacity planning in place as capacity consumptions moved location wise very quickly by us all moving from offices, cinemas plus plus to consume services/entertainment/gaming at home instead #SASchat #Analyticsmodernization

Q3: What are the biggest lessons for telcos rom the series of recent lockdowns? #SASchat #AnalyticsModernization