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Data Science and Machine Learning Bootcamp <br />Program Description and Educational Objectives <br />The Data Science and Machine Learning certificate program is intended to provide entry-level <br />employment opportunities in the software industry. In this certificate course, participants will learn <br />computer programming, syntax, semantics, coding techniques and object -oriented programming. Next, <br />students will learn Data Structures and Algorithms followed by Data Science, Artificial Intelligence and <br />Machine Learning. <br />Program educational objectives: List the skills or competencies to be acquired by the student upon <br />program completion <br />At the completion of this program the student will learn: <br />• Computer programming <br />• Data input and output formats, variables, assignment rules. <br />• Program execution paths, branching, iteration and looping <br />• Functions, arguments, overloading, scope. Lists, arrays and tuples. <br />• Modules, packages and exception handling <br />• Object Oriented Programming <br />• Data structures like Arrays, Linked Lists, Hash tables, Trees, Graph, Stacks, Queues <br />• Sort algorithms and Search algorithms <br />• Apply standardized algorithmic building blocks. <br />• Analyze algorithms to verify correctness and efficiency. <br />• Explore real -world applications of algorithms and data structures. <br />• Data Science with Python <br />• Machine Learning <br />• Deep Learning with Keras and Tensorflow <br />Program Length (in hours) <br />360 <br />Externship Required <br />No <br />Admission Requirements <br />Applicants must possess a high school diploma or GED. Additionally, knowledge of computers, operating <br />system, Microsoft Office/Google does is required. A laptop and Internet connection is required to attend <br />class. <br />Method of Instruction <br />Distance education. Delivered Live, online instructor -led in a highly interactive manner. <br />Education Modality — Description of Faculty -student interaction <br />Our Live, instructor -led online based education modality is designed to use the latest educational aids to <br />deliver a highly interactive learning experience. The lessons are delivered live online in real time using <br />Google Meet. In Google Meet, the teacher and students gather in a virtual classroom and see and hear <br />each other on live video and the students can talk to the teacher to get their questions answered in real <br />time. If the student has further questions, she can email them to the instructor who will respond within a <br />Updated 091323 101 <br />