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Big Data.pptx
The document provides an overview of big data, highlighting its characteristics, sources, and the 3Vs: volume, variety, and velocity. It discusses big data technologies, workflows, and the data analytics process, emphasizing its impact on various sectors and benefits for businesses. Additionally, it outlines the future opportunities and challenges associated with big data, including the demand for skilled personnel and data management issues.
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Big Data.pptx
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- 2. Agenda 2 Agenda This slide is100% editable. Adapt it to your needs and capture your audience’s attention. 01 Agenda This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. 02 Agenda This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. 03 Agenda This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. 04 Agenda This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. 05 Agenda This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. 06 Milind Zodge
- 3. What is BigData 3 Big data is characterized by large volumes of different types of data (e.g. Social, web, transaction, etc.) That builds very quickly. It exceeds the reach of commonly used hardware environments and software tools to capture, manage and process in a timely manner for its users. Big Data Milind Zodge
- 4. How Big isBig Data 4 Number of emails sent every second 2.9 Million Data consumed by households each day 375 Megabytes Video upload to YouTube every minute 20 Hours Data per day processed by Google 24 Petabytes Tweets per day 50 Million Total minutes spent on Facebook each month 700 Billion Data sent and received by mobile internet users 1.3 Exabytes Products ordered on amazon per second 72.9 Items Milind Zodge
- 5. Big Data MarketForecast 5 $32.1 $48.0 $ 5.1 $10.2 $16.8 This slide is 100% editable. Adapt it to your needs and capture your audience's attention. This slide is 100% editable. Adapt it to your needs and capture your audience's attention. This slide is 100% editable. Adapt it to your needs and capture your audience's attention. This slide is 100% editable. Adapt it to your needs and capture your audience's attention. This slide is 100% editable. Adapt it to your needs and capture your audience's attention. 2020 04 2021 05 2017 01 2018 02 2019 03 Milind Zodge
- 6. Sources of BigData 6 This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Click stream This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Social network This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Sensors This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Html This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Images & Media This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Database This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Locations This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Email Milind Zodge
- 7. Sources of BigData 7 Media Media and communication outlets (articles, podcasts, audio, video, email, blogs) Social Digital material created by social media (text, photos, videos, tweets) Machine Data generated by computers and machines generally without human intervention (business process logs, sensors, phone calls) Historical Data about our environment (weather, traffic, census) and archived documents, forms or records Milind Zodge
- 8. 3 Vs ofBig Data 8 3 Vs of Big Data Volume Variety Velocity Terabytes Records Transactions Tables, files Batch Near time Semi structured Streams Structured Unstructured Semi structured All the above Milind Zodge
- 9. Objective of BigData 9 This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Analyzing customer behavior This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Combining multiple data sources This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Improving customer service This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Generate additional revenue This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Be more responsive to the market Objective of Big Data Milind Zodge
- 10. Big Data Technologies 10 Machinelearning This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Crowd sourcing This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Natural language processing This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Genetic algorithm This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Simulation This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Data fusion This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Signal processing This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Time series This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Data integration This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Big Data Technologies Milind Zodge
- 11. Big Data Workflow 11 Email Click stream Html Social Location Database Sensor data Images Actionableintelligence Big Data This slide is 100% editable. • This slide is 100% editable. Adapt it to your needs and capture your audience's attention • This slide is 100% editable. Adapt it to your needs and capture your audience's attention • This slide is 100% editable. Adapt it to your needs and capture your audience's attention Milind Zodge
- 12. Four Phases ofBig Data 12 This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Decide This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Design This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Deposit This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Discover 04 01 03 02 Milind Zodge
- 13. Forms/ Type ofBig Data 13 Structured 01 Enterprise systems Data warehouses Databases Unstructured 02 Audio/ video streams Analog data GPS tracking information Semi-Structured 03 Xml E- Mail EDI Data that does not reside in fixed locations generally refers to free-form text, which is ubiquitous. Data that resides in fixed fields within a record or file. Between the tow forms where “tags” or “structure” are associated or embedded within unstructured data. Milind Zodge
- 14. Data Analytics Process 14 Data Thisslide is 100% editable. Adapt it to your needs and capture your audience’s attention. Decision This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Info This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Insight This slide is 100% editable. Adapt it to your needs and capture your audience’s attention. Milind Zodge
- 15. Impact of BigData 15 Sports predictions Big data was used in 2012 to famously predict the US would win 108 medals in the summer Olympics. They won 104. Easier commutes Big data streamlines traffic, using data from GPS systems. Traffic lights now react to traffic conditions, weather & accidents. Smartphones Smartphone users utilize big data when asking for directions & verbally asking their phone questions. Advanced healthcare Big data is used to predict where outbreaks of potentially epidemic viruses will occur. Presidential campaigns Statistician Nate silver used big data to predict the outcome of the 2012 presidential election. Personalized advertising Big data is used to recommend purchases & personalized ads more relevant. How is Big Data ? Milind Zodge
- 16. Benefits of BigData 16 Better business decision making Improved customer experience and engagement Achieved financial savings Increased efficiency 30% 50% 70% 90% Milind Zodge
- 17. Future of BigData 17 Milind Zodge
- 18. Big Data Opportunitiesand Challenges 18 30% 30% of companies looking for skills in advanced analytics/ predictive analytics in the next 12 months. 55% 55% of companies looking for skills in advanced analytics/ predictive analytics in the next 12 months. 75% 75% of companies looking for skills in advanced analytics/ predictive analytics in the next 12 months. This Slide Is 100% editable. Adapt It To your needs and capture your audience’s attention. This Slide Is 100% editable. Adapt It To your needs and capture your audience’s attention. This Slide Is 100% editable. Adapt It To your needs and capture your audience’s attention. Milind Zodge
- 19. 19 • External datacoming from various data vendors like weather data, stock data • Have to worry about streaming hot data load • Structured cold data coming from ERP systems • Running big batch data load one a month • Unstructured Data from scrappers, social media STRENGTH! Milind Zodge
- 20. Big Data Opportunitiesand Challenges 20 Lack Of Sufficiently Skilled IT Staff & Cost Of Technology Managing Data Quality Data Integration Milind Zodge
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