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There are numerous youngsters who all are willing to build a career in this particular domain and are desperately looking for a proper initiation. Some of them are even employed as machine learning engineers and are wondering how to become a machine learning scientist to deal with new challenges rather than becoming a tool based application developer. The talk provides an idea about the research driven approach towards machine learning with content based image data. It provides certain clues to understand cutting edge research and to address open problems with one's own research propositions. It also covers research best practices and tips to pursue quality research in real time. </div> <div> Hence, the talk distinctively includes: </div> <div> •<span style="white-space: pre"> </span>Difference between ML Engineer and ML Scientist </div> <div> •<span style="white-space: pre"> </span>Demystifying Innovation in ML with Image Data </div> <div> •<span style="white-space: pre"> </span>Transformation steps for any enthusiast to ML Scientist </div> <div> •<span style="white-space: pre"> </span>Roadmap for research in image processing based machine learning </div> <div> •<span style="white-space: pre"> </span>Bringing your research to prominence </div> <div> •<span style="white-space: pre"> </span>Best practices of Research in Image Recognition </div> </div> <div class="row lecture__section"> <h2>About this Lecture</h2> <span> <strong>Number of Slides: </strong> 50</span><br/> <span> <strong>Duration: </strong> 50 minutes </span><br/> <span> <strong>Languages Available: </strong> English</span><br/> <span> <strong>Last Updated: </strong> <span id="lecDate"></span> </span> </div> <div class="row lecture__section"> <h2>Request this Lecture</h2> <p>To request this particular lecture, please complete this <a href="https://services.acm.org/public/speakers/request_lecture.cfm?lecture_id=13732" target="_blank">online form.</a> </p> </div> <div class="row lecture__section"> <h2>Request a Tour</h2> <p>To request a tour with this speaker, please complete this <a href="https://services.acm.org/public/speakers/request_tour.cfm?lecturer_id=12869" target="_blank">online form.</a> </p> <p>All requests will be sent to ACM headquarters for review.</p> </div> </div> </div> <script> var updated = document.getElementById('lecDate'); var d = new Date(parseInt('1592265600000')); updated.innerHTML = d.getDate() + '/' + (d.getMonth() + 1) + '/' + d.getFullYear(); </script> </div> <div class="row"> <footer> <nav> <div class="footer-nav"> <ul class="footer-nav-lists"> <li> About 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