What is the course structure of Executive Post Graduate Certification in Data Science & Artificial Intelligence offered by Intellipaat?

<p><span data-preserver-spaces="true">The Executive Post Graduate Certification in Data Science &amp; Artificial Intelligence by Intellipaat </span><span data-preserver-spaces="true">has a duration of</span><span data-preserver-spaces="true"> 11 months. The programme is structured to provide a blend of live instruction and self-paced learning, ensuring flexibility for working professionals.</span></p><p><strong><span data-preserver-spaces="true">Course Takeaways</span></strong></p><ul><li><span data-preserver-spaces="true">620 hours of applied learning: This includes hands-on projects and practical exercises.</span></li><li><span data-preserver-spaces="true">90+ live sessions: These interactive classes allow students to engage directly with instructors and peers.</span></li><li><span data-preserver-spaces="true">218 hours of self-paced learning: Students can access recorded lectures and materials.</span></li></ul><p><strong><span data-preserver-spaces="true">Curriculum</span></strong></p><p><span data-preserver-spaces="true">The curriculum focuses&nbsp;on&nbsp;core Data Science and AI </span><span data-preserver-spaces="true">skills, </span><span data-preserver-spaces="true"> and includes, </span></p><ul><li><span data-preserver-spaces="true">Preparatory sessions on Linux and Python</span></li><li><span data-preserver-spaces="true">Data transformation using SQL</span></li><li><span data-preserver-spaces="true">Machine learning concepts (supervised and unsupervised learning)</span></li><li><span data-preserver-spaces="true">Advanced machine learning algorithms</span></li><li><span data-preserver-spaces="true">Deep learning with TensorFlow</span></li><li><span data-preserver-spaces="true">Natural language processing (NLP) and computer vision</span></li></ul>

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