Raj Gubrele

Ever wondered how cricket statisticians predict Expected Runs in T20 matches? My approach, based on all the T20 games since 2015, delves deep into the game's nuances. From the pre-ball scenario of Run Rate and Wickets Down to the tension of Innings Balls Remaining, every factor contributes to the anticipation of runs. Expected Runs represent the runs that an average replacement of a batter would make, considering all the average runs while factoring in these three crucial factors on that particular ball. The comparison between expected and actual runs provides insights into player performance and game strategies. These are the RAAR values of all the batters from the top 8 countries participating in the upcoming T20 World Cup. Who do you think will make it to the top 10 batters in the upcoming WC? My support for Azam Khan is rooted in his consistent performance and adaptability across various match situations. His RAAR values reflect not just his individual contribution but also his ability to positively impact the team's performance. With his skills and determination, Azam Khan is a strong contender to be among the top 10 batters in the upcoming T20 World Cup not according to runs compiled. #CricketStats | #GameAnalysis | #T20Insights | #RunsAboveAverageReplacement | #icct20worldcup2024

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What's the winning recipe of IPL? 🏏 We are delving into the heart of IPL cricket with a meticulous analysis that unveils the intricate strategies and game-changing insights driving success on the field. From dissecting player performance metrics to unraveling the strategic moves of teams, every statistic tells a story of dedication, innovation, and calculated risk-taking. Through the lens of data-driven decision-making, we uncover the winning formula that separates champions from contenders, shedding light on the dynamics shaping the most celebrated cricket league in the world. This is the journey of discovery as we navigate the thrilling landscape of IPL cricket, armed with insights that redefine the game. 🏏💡 Problem Statement: "Sports Basics" is a sports blog company that entered space recently.  They wanted to get more traffic to their website by releasing a special edition magazine on IPL 2024.  This magazine aims to provide interesting insights and facts for fans, analysts, and teams based on the last 3 years' data. Live Dashboard: https://lnkd.in/gkA6XfTK I want to thank Hemanand Vadivel, Dhaval Patel, and the whole Codebasics Team for providing me with an opportunity to delve into the cricket world. #codebasics #dataanalysis #dataanalytics #ipl #iplanalysis #ipl2024 #data #resumechallenge10 #powerbi #businessintelligence

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In the IPL, an analysis of the top batters can categorize them based on their impact as follows: 🏏 - Very Impactful Batters - Partially Impactful Batters - Less Impact Batters - Blind Sloggers #IPL | #IPL2024 | #IPLT20 | #IPLCriket Give a look to this 1 minute read article. ⬇ https://lnkd.in/dK8UxzQe

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I'm excited to share the IPL Dataset I worked on. I extracted insights such as the number of times matches were won by runs/wickets or the stadiums that favored batting more etc. I also created an interactive dashboard that displays the Batting Score Card and the Match Summary of any match that happened between 2008-2020, using Index-Match, V-lookup, Pivot Table, Slicers and other functions. You can check it out in the link below : https://lnkd.in/gdFZCnwq #excel #data_analytics #google_sheet #business_analytics

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Unlocking Key Insights from IPL Performance Data Just wrapped up an IPL analysis using Power BI, and it pushed me to new limits in data visualization and storytelling. Dived deep into player performance metrics, team dynamics, and match outcomes, offering insights such as: Top-performing players across various seasons . Trends in match-winning strategies for different teams. Key factors influencing the outcome of close matches. While it wasn’t easy navigating through the complex dataset and visualizing the data effectively, the challenge helped sharpen my storytelling and data analysis skills.Future Interns #PowerBI #DataAnalysis #SportsAnalytics #IPL #DataVisualization Curious to dive deeper into the analysis? Check out the full project here: https://lnkd.in/dce5JiHw

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Virat-Kohli-ODI-Career-Analysis: 🏏 Exciting Cricket Data Analysis Project! 📊 I recently completed a fascinating data analysis project using Python to analyze cricket player statistics. 📈 I extracted insights such as the highest batting average, average strike rate within a specific run range, and more from the provided dataset. 📂 🔍 Key Findings: Discovered the year with the highest batting average 📆 Calculated the average strike rate for scores between 90 and 100 runs ⚡ 📊 Overall, it was a rewarding experience leveraging Python and pandas for sports analytics! Check out the detailed analysis on my GitHub: https://lnkd.in/gvzekDtX #DataAnalysis #SportsAnalytics #CricketStats 🏏 #PythonProgramming #DataScience #Cricket 📈

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A K Madhuri, our student of School of Innovation and Management, has created a captivating Tableau dashboard and story focusing on IBRD (International Bank for Reconstruction and Development) loan statements. Using data sourced from Kaggle as of November 30th, 2020, this project delves deep into the fascinating realm of data analysis and storytelling. Through her Tableau dashboard, A K Madhuri provides insightful visualizations and interpretations of the IBRD loan data, offering valuable insights into the patterns, trends, and implications within the dataset. This project not only showcases Madhuri's exceptional skills in data analysis but also her ability to craft compelling narratives that bring data to life. We are incredibly proud of A K Madhuri's achievements and her dedication to pushing the boundaries of innovation and management. This project exemplifies the creativity, expertise, and passion that our students bring to their work. Stay tuned for more groundbreaking projects from our School of Innovation and Management. Srividya Reddy | Dr. Samala (NAGARAJ) | Roopa Modem | Dr. Narsimhulu Siddula | GATTUMEDHI MANOJ KUMAR | Abhineet Pathak | Aishwarya Srinivasan | Akhil Reddy Mandalreddy | G Narayanamma Institute of Technology and Sciences | #SoIM #Economics #BusinessDecisions #Insights #Leadership #Businessanalytics #dataanalytics #dataimportance #Career #SMAT #CAT #CMAT #MAT #NMAT #XAT #bschoolinsights #gnits #FinancialServices #Tableau #DataVisualization #StudentProjects #SoIM #IBRD #Innovation #Excellence #DataAnalysis #Tableau #StudentAchievements #Innovation #Management #ProudMoment

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Snowflake Journey Continues! Excited to share that I’ve just wrapped up an insightful session on some key Snowflake features with the guidance of Sir Owais Akbani. During this session, I gained a understanding of: -Database Replication for high availability and disaster recovery - Access Control, focusing on ensuring security at every layer - Managing Roles and Privileges to streamline data access and governance - Multi-Factor Authentication (MFA) for enhanced security - Federated Authentication (SSO), making authentication seamless - SCIM Support for automated user and role management - Key Pair Authentication to ensure secure, encrypted access These advanced concepts are essential for building scalable, secure, and efficient data solutions. #Snowflake #DataSecurity #DataGovernance #CloudComputing #LearningJourney #TechSkills

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Hiring alert: Tiger Analytics is hiring for the below positions: Data Scientist: 4 - 7 Years Location: Chennai, Bangalore, Hyderabad About the role : As a Data Scientist, you will be at the forefront of driving innovation through cutting-edge data analytics and machine learning applications across diverse industries. On a typical day, immerse yourself in the following: Analytical Translation: Translate complex business problems into sophisticated analytical structures, conceptualising solutions anchored in statistical and machine learning methodologies. Problem Solving: While technical proficiency in data manipulation, statistical modelling, and machine learning is crucial, the ability to apply these skills to solve real-world business problems is equally vital. Client Engagement: Establish a deep understanding of clients' business contexts, working closely to unravel intricate challenges and opportunities. Algorithmic Expertise: Develop and refine algorithms and models, sculpting them into powerful tools to surmount intricate business challenges. Quantitative Mastery: Conduct in-depth quantitative analyses, navigating vast datasets to extract meaningful insights that drive informed decision-making. Cross-Functional Collaboration: Collaborate seamlessly with multiple teams, including Consulting and Engineering, fostering relationships with diverse stakeholders to meet deadlines and bring Analytical Solutions to life. Desired Skills and Experience : 4 -7 years of Relevant Data Science Experience, with demonstrated proficiency and hands-on experience navigating data science complexities. Good communication skills, both verbal and written. Exhibit a fervour for crafting modular, scalable, and bug-free Python code. Comfortable in SQL with additional proficiency in office tools like Excel & PowerPoint. Experience in production engineering best practices (e.g. Git versioning, Docker). Familiarity or experience with working on large data sets and distributed computing (e.g. Hive, Hadoop, Spark) Working knowledge of Cloud platforms (e.g. AWS, Azure, GCP). Excitement to collaborate with diverse stakeholders across the organisation. In-depth understanding of various data science approaches, machine learning algorithms, and statistical methods. Hunger to learn new technologies and embrace the change. Proficiency in foundational concepts and algorithms in machine learning, encompassing regression and classification techniques, and a keen awareness of their assumptions, strengths, and limitations. Must-Have Skills: Regression/Classification/Optimization/ Python Proficiency in these key skills is crucial to thriving in this role. #tigeranalytics #openpositions #jobalert #jobopening #datascientist

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🌟 Exciting News for Cricket Fans! 🏏 🔥 Introducing the IPL 2024 Live Scorecard Dashboard on Power BI! 📊 Thrilled to share my latest project, a dynamic dashboard bringing you real-time updates from the IPL 2024 season. Dive into comprehensive insights on team performances and player stats like never before. This interactive dashboard is a game-changer for cricket enthusiasts and analysts alike! Key Features 🚀: Live Score Page: Get live match scores with runs, wickets, and overs. Track individual player performances, including 4s, 6s, and more! Points Table: Stay updated on team standings, wins, losses, points, and Net Run Rate. Interactive Features: Hover over players for additional insights without clutter. Check out the dashboard here: soon i will add Feedback and suggestions are welcome! Drop your thoughts below. Thank you! 😊 Special Thanks to The Developer Codebasics Rishabh Mishra Leonardo Karpinski Alex Freberg Bas Dohmen Goodly Kevin Stratvert Guy in a Cube Leila Gharani AtliQ Technologies #PowerBI #DataAnalytics #IPL2024 #CricketAnalytics #BIJobs #DataVisualization #PowerBIDeveloper #BusinessIntelligence #PowerBITraining #Visualization #JobOpenings #CareerOpportunities #DataScience #PowerBIFresherJob #CricketFans #RealTimeAnalytics #InteractiveDashboard

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"Delving into the world of cricket through data! 🚀 I recently completed an exciting project focused on Exploratory Data Analysis (EDA) on IPL Data using Python. This project involved dissecting years of match data to uncover trends, patterns, and hidden insights that drive outcomes in one of the most celebrated cricket leagues in the world. By leveraging powerful Python libraries like Pandas, Matplotlib, and Seaborn, I explored various dimensions of the game— from analyzing team performances and player statistics to understanding the impact of winning the toss and home-ground advantages. The visualizations and statistical summaries not only provided a clearer picture of what influences match results but also highlighted the strategies that successful teams consistently use. This EDA serves as a foundational step towards more advanced predictive modeling and cricket analytics, offering valuable insights that could inform future game strategies and decisions. It's been an enriching experience to combine my passion for data with the excitement of IPL cricket, and I'm thrilled to share these insights with the community. Stay tuned for more data-driven explorations!" #DataAnalytics #CricketAnalysis #IPL #Python #EDA #DataScience #SportsAnalytics #MachineLearning

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🚀 Exciting News! 🚀 I thrilled to announce I have created new Zomato Dashboard on Power BI! 🎉 Our team has been hard at work, leveraging cutting-edge techniques including relationship concepts, merge queries, DAX functions, and more to bring you a comprehensive view of Zomato's performance like never before. Here's what you can expect from our dashboard: 📊 Total Sales, Quantity, and Amount: Gain insights into Zomato's performance city-wise, with detailed metrics on sales, quantity, and revenue. 🌆 City-wise Analysis: Dive deep into the data with city-wise breakdowns, allowing you to spot trends and opportunities in specific locations. ⭐️ Rating Insights: Understand the correlation between ratings and sales, empowering you to optimize strategies for better customer satisfaction. 📈 Interactive Charts: Visualize data with ease using dynamic line charts that adapt to your filters and selections. 💳 Data Cards: Get quick snapshots of key metrics at a glance, enabling faster decision-making. 🎨 Custom Formatting: Enjoy a sleek and intuitive user interface with carefully crafted formatting for enhanced readability. 🔍 Advanced Filtering: Drill down into the data using powerful filtering capabilities to uncover actionable insights. 🔢 DAX Functions: Harness the full potential of DAX functions for advanced calculations and analysis. 🔀 Merge Queries: Seamlessly integrate multiple data sources for a unified view of Zomato's performance. And that's not all! Our dashboard also utilizes IF functions and counting mechanisms to provide you with the most accurate and relevant information. Ready to unlock the full potential of your Zomato data? Join us on this exciting journey as we empower you with actionable insights to drive growth and success. Contact us today to learn more and schedule a personalized demo. Let's make data-driven decisions together! 💼💡 #PowerBI #DataVisualization #Analytics #Zomato #BusinessIntelligence Sardul Rai Sujan Sauden Parash Sahu Abhishek Bachche Kamini Mishra

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📊 Excited to share my latest project on Tableau! 🚀 I've created a comprehensive dashboard showcasing the voting percentages across various states and constituencies in India. Here are some key highlights: 🗳️ **Insightful Visuals**: Utilized pie charts to illustrate voting percentages in each state, providing a clear overview at a glance. 📊 **Data Organization**: Implemented sets and groups to categorize constituencies based on voting trends, enhancing data clarity and analysis. 🔍 **Detailed Information**: Incorporated tables with candidate names and vote counts, offering a detailed breakdown for deeper insights. ⚙️ **Advanced Functions**: Leveraged advanced functions to streamline data processing and ensure accuracy in representation. This dashboard not only simplifies complex electoral data but also aids in understanding voting patterns across different regions of India. Excited to hear your thoughts and discuss how data visualization can drive meaningful insights! 🌟 #DataAnalytics #Tableau #DataVisualization #Elections #Visualisation #InteractiveActionFilters #TableauPublic #NothingLikeVoting #IVoteForSure Take a Look Feel free to explore the dashboard and share your thoughts! https://lnkd.in/dX-QZtrN

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I'm thrilled to present my latest project: a comprehensive Tableau dashboard analyzing T20 cricket stats for India vs. Bangladesh! 🏏. Today is the match and we can get insights which team has comparatively good stats than other. 💡 What You’ll Learn: How India's batting strength matches up against Bangladesh's bowling prowess. Key players to watch in upcoming matches. Trends in team performance that could influence future T20 series. Top Run Scorers: 1) Rohit Sharma stands out as the highest run-scorer in head-to-head (H2H) matches with an impressive tally. 2) Virat Kohli also feature prominently among the top run-getters for India. 3) For Bangladesh, Mahmudullah leads the chart, followed by Litton Das. Bowling Dominance: 1)Yuzvendara Chahal is the leading wicket-takers for India in H2H encounters. 2)Mustafizur Rahman and Shakib Al Hasan have been the key bowlers for Bangladesh, consistently taking crucial wickets. Significant Performances: 1)Rohit Sharma has hit the most half-centuries (5) in H2H matches. 2)Litton Das is the only Bangladeshi batsman to have scored a half-century in these matches. Batting Averages: 1)Virat Kohli boasts the highest batting average (96.50) in H2H contests. 2)Rohit Sharma has a solid average of 37.80, reflecting his consistency. Match Trends: India has a more consistent performance trend in T20 matches against Bangladesh, highlighting their upper hand in the rivalry. Based on historical data and current form, we can expect a high-scoring match today, with the possibility of a player reaching a century. Key batsman like Rohit Sharma,Virat Kohli and Suryakumar Yadav are in excellent form and could potentially deliver a standout performance. 🌟 Why This Analysis Matters: Understanding these statistics helps cricket enthusiasts and analysts gain deeper insights into the strengths and weaknesses of both teams. It highlights key players to watch and can provide a strategic advantage in anticipating match outcomes. Check out the full dashboard here: https://lnkd.in/gyrHFD6J Let's enjoy today's match and cheers for India to win this year World Cup. #Tableau #DataVisualization #Cricket #T20 #IndiaVsBangladesh #WorldCup #DataAnalytics #SportsAnalytics #Dashboard #CricketStats #ViratKohli Rishabh Mishra Krish Naik Shakra Shamim Alex Freberg Shashank Singh 🇮🇳

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Aspiring Business Analyst with a strong foundation in data analysis and strategic planning. Recently completed a Data Scientist certification internship and have conducted a detailed SWOT analysis on Byju's, highlighting my ability to evaluate business environments and identify key strategic insights. Byjus India's largest edu-tech company follows a business Model which comprises of Premium model, subscription revenue, product sales, premium academic content. To elaborate on the above mentioned models: 1)Freemium model: where it provides a free trial with limited features. 2)Subscription Revenue: students can opt for a paid subscription. 3)Product Sales: by selling products such as Tablets and SD cards. 4)Premium academic content :core content is available through subscription. SWOT ANALYSIS: 1)Strength :Strategic Acquisition ex: Osmo ,a US based educational gaining company. Investors like Sequoia Capital . Artifical Intelligence and Machine Learning, Market and Customer Acquisition. 2)Weakness :affordability of its premium content ,operating in price sensitive market like India. However Byjus witnessed a sharp decline in its valuation over the last few years-investors pull outs, the resignation of its auditor Deloitte. 3)Opportunity: Since Byjus is a well known company globally, they need to adopt a new business model, where the priority is given to culture of the company . a)Virtual first work model. b)clear sense of its own overall mission c)Putting people first d)Should adopt cloud computing 4)Threat : financial threat. Here comes the role of a Data driven decision making. The power of analytics. Predictive analytics becomes a powerful tool for Edu-tech companies aiming to stay ahead of market trends . BYJU'S Edutech BusinessAnalyst.com DataAnalyst.com Learnbay Deven u Pandey

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🚀 🚀 **Tips For How To Use Tableau For IPL Match Success** 🚀 🚀 Using Tableau for IPL match success can be a unique approach. Here are 15 tips to leverage Tableau effectively: 1. **Data Collection**: Gather comprehensive data on players, teams, match statistics, weather conditions, pitch reports, and historical performances. 2. **Data Cleaning**: Ensure your data is clean and structured properly for Tableau analysis. Eliminate duplicates, correct errors, and format data consistently. 3. **Define Objectives**: Clearly outline your objectives for using Tableau, whether it's player performance analysis, team strategy optimization, or audience engagement insights. 4. **Dashboard Design**: Design visually appealing and intuitive dashboards in Tableau for easy interpretation of data by stakeholders. 5. **Player Performance Analysis**: Use Tableau to analyze individual player performances based on various metrics such as batting average, strike rate, bowling economy, and fielding efficiency. 6. **Team Comparison**: Compare teams based on their performance in different aspects of the game using Tableau visualizations like bar charts, line graphs, or heatmaps. 7. **Opponent Analysis**: Analyze opponent teams' strengths and weaknesses to devise strategies using Tableau's comparative analysis features. 8. **Historical Trends**: Utilize Tableau to explore historical trends in IPL matches, identifying patterns that can inform future strategies. 9. **Predictive Modeling**: Develop predictive models using Tableau to forecast match outcomes based on historical data, player form, and other influencing factors. 10. **Injury Analysis**: Monitor player injuries and their impact on team performance using Tableau's data visualization capabilities. 11. **Fan Engagement**: Engage fans by creating interactive Tableau dashboards showcasing match statistics, player profiles, and live updates during matches. #dataanalytics #datascience #data #machinelearning #bigdata #datascientist #datavisualization #artificialintelligence #python #analytics #dataanalysis #ai #technology #deeplearning #programming #database #coding #business #dataanalyst #tech #statistics #datamining #pythonprogramming #computerscience #businessintelligence #innovation #iot #ml #dataviz #software #businessanalytics #powerbi #bigdataanalytics #programmer #sql #digitalmarketing #digitaltransformation #datadriven #datacenter #marketing #developer #tableau #excel #coder #datasecurity #dataprotection #datasciencetraining #cloud #bhfyp #microsoft #engineering #automation #java #rb #datasciencejobs #javascript #startup #datamanagement #neuralnetworks #cybersecurity #ipl #iplt #cricket #t #rohitsharma #viratkohli #msdhoni #mumbaiindians #rcb #csk #chennaisuperkings #dream #royalchallengersbangalore #dhoni #delhicapitals #indiancricket #abdevilliers #worldcup #indianpremierleague #icc #cricketlovers #bcci #indiancricketteam #virat #kkr #iplupdates #india #vivoipl #srh #iplmemes

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