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Day 1Time- IST TOPIC: Python ProgrammingDurationSpeakerJoining InfoCourse on Educollab
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9th Nov.8:45 - 9:30 AMWelcome 15 MinsMs. Priyanka/ Dr. ShafilaZoom LinkWorkshop Course
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9th Nov.9:50 - 10:50 AMStarting a Colab Notebook
Data Types and Data Structures (Hands On via Colab Notebook)		1 hourMr. Hajaspreet SinghMeeting ID- 970 9671 6390
Passcode- 605394
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9th Nov.11:00 - 12:00 PMControl Structure except comprehensions, Writing Functions in Python and Return Statements (Hands On via Colab)1 hourMr. Manpreet Singh
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BREAK12:00 - 12:30 PMBREAK30 MinsBREAK
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9th Nov.12:30 - 01:15 PMNumpy and Pandas (Hands On via Colab)45 minsMr. Jagjeet Singh
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9th Nov.01:15 - 2:15 PMEDA and Data Visualisation (Matplotlib, Seaborn)1 hourDr. Shafila
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BREAK2 :15- 3:00 PMLUNCH BREAK45 minBREAK
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9th Nov.3:00 - 4:00 PMObject Oriented Programming (Hands On via Colab)1 hourMr. Gurjot Singh
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9th Nov.4 - 4:30 PMDebugging in Python (Hands On via Colab)30 minsMs. Ishpreet Kaur
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9th Nov.4:30 - 5:00 PMBootcamp Assessments30 minsMs. Priyanka/ Dr. Shafila
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Day 2Time- IST TOPIC: Data ScienceDurationSpeaker
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10th Nov.8:15- 9:00 AMExpert Talk- Opportunities at Sabudh and Career Growth45 minsDr. Sukhjit Singh
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10th Nov.9:00 - 10:00 AMHow computers Learn?, Problem Layout and Learning using Real world example- Linear and Logistic Regression30 minsDr. Sarabjot Singh Anand
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10th Nov.10:00 - 11:30 AMFormal Introduction to Linear Regression: Objective, Assumptions, Functional Form, Cost Function, Interpretation, Gradient Descent, Learning Rate, Epochs1.5 hoursMr. Bhaskar Dev Goel
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BREAK11:30 - 12:00 PMBREAK30 MinsBREAK
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10th Nov.12 - 1 PMHandson Implementation of Linear Regression Using Gradient Descent (generation of data and writing preliminary cost functions, etc.)1 hourDr. Shafila Bansal
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10th Nov.1 - 2:30 PMFormal Introduction to Logistic Regression: Objective, Assumptions, Functional Form, Cost Function, Log Likelihood, Interpretation1.5 hoursMr. Divjot Singh
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BREAK2:30 - 3:15 PMLUNCH BREAK45 minBREAK
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10th Nov.3:15 - 4:15 PMHandson Implementation of Logistic Regression Regression using Gradient Descent1 hourDr. Shafila Bansal
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10th Nov.4:15 - 4:45 PMBootcamp Assessments30 minsMs. Priyanka/ Dr. Shafila
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