| Module one |
| a. Business Analysis Fundamentals |
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The Basics |
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Unlimited |
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Software Development Lifecycles |
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Unlimited |
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Initiating A Project |
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Unlimited |
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Requirement Basics |
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Unlimited |
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Requirement Elicitation, Analysis, Specification & Approval |
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Unlimited |
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Section Review |
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Unlimited |
| b. Agile Fundamentals: Scrum, Kanban, and Scrumban |
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Understanding Agile |
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Unlimited |
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Scrum Methodology |
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Unlimited |
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Estimating in Agile |
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Unlimited |
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Kanban Methodology |
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Unlimited |
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Scrumban Methodology |
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Unlimited |
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Section Review |
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Unlimited |
| c. Identifying and Defining the Problem with Business Analysis |
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Problem Identification |
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Unlimited |
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Problem Identification Techniques |
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Unlimited |
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Making Things Practical + Root Cause Analysis |
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Unlimited |
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Determining Value |
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Unlimited |
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Project Proposal + Gaining Approval |
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Unlimited |
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Section/Case study Review |
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Unlimited |
| d. Conduct A Strategy Analysis |
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Project Basics |
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Unlimited |
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Analyze the Current State |
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Unlimited |
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Define the Future State |
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Unlimited |
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Assess Risks |
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Unlimited |
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Determine a Strategy |
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Unlimited |
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Create a Business Case |
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Unlimited |
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Sample Project Case Study |
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Unlimited |
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Section/Case study Review |
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Unlimited |
| e. Plan The Project |
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Initiate the Project Plan |
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Unlimited |
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Create a Requirements Management Plan |
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Unlimited |
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Define the Project Plan Details |
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Unlimited |
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Conduct Stakeholder Analysis & Engagement |
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Unlimited |
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Set Performance Measures |
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Unlimited |
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Section/Case study Review |
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Unlimited |
| f. Understand and Elicit Requirements |
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Understand and Elicit Requirements |
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Unlimited |
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Requirements, Digging Deeper |
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Unlimited |
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The Building Blocks of Requirement Elicitation |
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Unlimited |
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Stakeholder Perspective |
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Unlimited |
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Requirement Elicitation Process |
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Unlimited |
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Requirement Elicitation Techniques |
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Unlimited |
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Requirement Elicitation: Document Analysis |
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Unlimited |
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Observation, Brainstorming, Surveys, Interviews & Requirement Workshop |
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Unlimited |
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Section/Case study Review |
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Unlimited |
| g. Agile Business Analysis in Scrum |
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Introduction to Agile Business Analysis |
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Unlimited |
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Intro to Agile |
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Unlimited |
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Horizons of Analysis |
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Unlimited |
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Agile BA techniques – Strategy Horizon |
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Unlimited |
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Agile BA techniques – Initiative Horizon |
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Unlimited |
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Agile BA techniques – Delivery Horizon |
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Unlimited |
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Facilitation skills of a BA |
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Unlimited |
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Section/Case study Review |
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Unlimited |
| h. User Story Master Class |
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Introducing User Stories |
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Unlimited |
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Acceptance Criteria |
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Unlimited |
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Write Better Stories with INVEST |
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Unlimited |
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Non-User Stories |
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Unlimited |
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Estimating |
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Unlimited |
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Splitting User Stories |
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Unlimited |
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Common Challenges |
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Unlimited |
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User Story Mapping |
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Unlimited |
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User Story – Final Activities |
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Unlimited |
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Section/Case study Review |
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Unlimited |
| i. Essential Modeling Skills & Techniques |
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Process Flowcharts |
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Unlimited |
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SWOT Analysis |
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Unlimited |
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Use Cases |
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Unlimited |
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User Stories |
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Unlimited |
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Stakeholder Maps |
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Unlimited |
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RACI Matrices |
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Unlimited |
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Scoring Matrices |
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Unlimited |
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Organizational Charts |
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Unlimited |
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Section/Case study Review |
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Unlimited |
| j. Essential Process Flowcharts |
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Process Flowcharts |
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Unlimited |
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Breaking Down the Process Flowchart: The Basics |
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Unlimited |
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Process Mapping Tool: Draw.io or Microsoft Visio |
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Unlimited |
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Beyond the Basics: Additional Symbols |
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Unlimited |
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Creating a Swimlane Process Flowchart |
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Unlimited |
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Enhance your Flowchart with Levels |
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Unlimited |
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Section/Case study Review |
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Unlimited |
| Moudle 2 (Data Analysis) |
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The Different Data Science Fields |
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Unlimited |
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https://arravo.co/Academy/lms/wp-admin |
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Unlimited |
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Purpose of Each Data Science Field |
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Unlimited |
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Common Data Science Techniques |
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Unlimited |
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Common Data Science Tools |
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Unlimited |
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Data Science Career Paths |
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Unlimited |
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Dispelling Common Misconceptions |
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Unlimited |
| 2. Statistics - Population and Sample |
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Descriptive Statistics |
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Unlimited |
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Inferential Statistics Fundamentals |
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Unlimited |
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Inferential Statistics: Confidence Intervals |
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Unlimited |
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Hypothesis Testing |
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Unlimited |
| 3. Relational Database Theory & Introduction to SQL |
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Install and get to know MySQL |
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Unlimited |
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Best SQL Practices |
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Unlimited |
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Loading Databases |
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Unlimited |
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Practical Application of the SQL SELECT Statement |
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Unlimited |
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Expanding on MySQL Aggregate Functions |
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Unlimited |
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SQL JOINs |
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Unlimited |
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SQL Subqueries |
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Unlimited |
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Stored Routines |
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Unlimited |
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The CASE Statement |
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Unlimited |
| 4. Introduction to Tableau |
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Tableau functionalities |
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Unlimited |
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Creating Dashboards |
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Unlimited |
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Using Joins |
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Unlimited |
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Blending data |
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Unlimited |
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Interactive Filters |
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Unlimited |
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Combining SQL and Tableau |
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Unlimited |
| 5. Introduction to Python Programming |
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Python Variables & data Types |
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Unlimited |
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Python Syntax Fundamentals |
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Unlimited |
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Other Python Operators |
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Unlimited |
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Conditional Statements |
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Unlimited |
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Functions |
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Unlimited |
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Python Sequences |
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Unlimited |
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Using Iterations |
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Unlimited |
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Mathematical Operations using Numpy |
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Unlimited |
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Reading Datasets using Pandas |
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Unlimited |
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Plotting Data in Pandas |
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Unlimited |
| 6. Integration |
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Data Preprocessing Step by Step |
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Unlimited |
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Integrating Python and SQL |
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Unlimited |
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Using Tableau to Analyze the Predicted Outputs |
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Unlimited |
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Quiz 1 |
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00:05:00 |
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Assignment |
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1 week, 3 days |
