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Unify figure shortcode invocation (#737)
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content/en/case-studies/cricket-analytics.md

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@@ -3,11 +3,7 @@ title: "Case Study: Cricket Analytics, the game changer!"
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sidebar: false
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---
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{{< figure src="/images/content_images/cs/ipl-stadium.png"
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caption="**IPLT20, the biggest Cricket Festival in India**"
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alt="Indian Premier League Cricket cup and stadium"
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attr="*(Image credits: IPLT20 (cup and logo) & Akash Yadav (stadium))*"
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attrlink="https://unsplash.com/@aksh1802" >}}
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{{< figure src="/images/content_images/cs/ipl-stadium.png" caption="**IPLT20, the biggest Cricket Festival in India**" alt="Indian Premier League Cricket cup and stadium" attr="*(Image credits: IPLT20 (cup and logo) & Akash Yadav (stadium))*" attrlink="https://unsplash.com/@aksh1802" >}}
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{{< blockquote
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cite="https://www.scoopwhoop.com/sports/ms-dhoni/"
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* gaining insights into fitness and performance of a player against different opposition,
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* player contribution to wins and losses for making strategic decisions on team composition
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{{< figure src="/images/content_images/cs/cricket-pitch.png"
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class="csfigcaption"
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caption="**Cricket Pitch, the focal point in the field**"
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alt="A cricket pitch with bowler and batsmen"
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align="middle"
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attr="*(Image credit: Debarghya Das)*"
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attrlink="http://debarghyadas.com/files/IPLpaper.pdf" >}}
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{{< figure src="/images/content_images/cs/cricket-pitch.png" class="csfigcaption" caption="**Cricket Pitch, the focal point in the field**" alt="A cricket pitch with bowler and batsmen" align="middle" attr="*(Image credit: Debarghya Das)*" attrlink="http://debarghyadas.com/files/IPLpaper.pdf" >}}
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### Key Data Analytics Objectives
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number crunching and data science know-how, visualization tools and capability
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to include newer observations in the analysis.
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{{< figure src="/images/content_images/cs/player-pose-estimator.png"
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class="fig-center"
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alt="pose estimator"
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caption="**Cricket Pose Estimator**"
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attr="*(Image credit: connect.vin)*"
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attrlink="https://connect.vin/2019/05/ai-for-cricket-batsman-pose-analysis/" >}}
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{{< figure src="/images/content_images/cs/player-pose-estimator.png" class="fig-center" alt="pose estimator" caption="**Cricket Pose Estimator**" attr="*(Image credit: connect.vin)*" attrlink="https://connect.vin/2019/05/ai-for-cricket-batsman-pose-analysis/" >}}
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### The Challenges
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cricket match helps the stakeholders to take notice of game insights that are
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otherwise hidden in numbers and statistics.
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{{< figure src="/images/content_images/cs/numpy_ca_benefits.png"
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class="fig-center"
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alt="Diagram showing benefits of using NumPy for cricket analytics"
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caption="**Key NumPy Capabilities utilized**" >}}
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{{< figure src="/images/content_images/cs/numpy_ca_benefits.png" class="fig-center" alt="Diagram showing benefits of using NumPy for cricket analytics" caption="**Key NumPy Capabilities utilized**" >}}

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