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    • C1 - Visualize & Describe
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    • Home
    • B2B Workshops
      • Data Visualization
      • Stats & Data Analytics
      • Machine Learning
      • Deep Learning
      • NLPs
      • Analytical Tools
      • ICT &Technologies
      • Managers' Corner
      • Healthcare
      • Related Topics
    • Public Training
    • Academic Diploma
      • Data Science & AI Diploma
      • Testimonials
      • Our Lifestyle in Pics
      • FAQs
      • LAU-ACE/SAS Dual Diploma
    • Diploma Courses
      • C1 - Visualize & Describe
      • C2 - Stat. Data Analysis
      • C3 - Data Management
      • C4 - Supervised ML
      • C5 - Unsupervised ML
      • C6 - Big Data
      • C7 - NNs & Deep Learning
      • C8 - Gen. Deep Learning
      • C9 - NLPs & AI Agents
      • C10 - AI Solutions
    • Meet the Experts
    • Clients
    • TV & Events
    • Contact Us
"Data Science and AI" Educational Expertise
  • Home
  • B2B Workshops
    • Data Visualization
    • Stats & Data Analytics
    • Machine Learning
    • Deep Learning
    • NLPs
    • Analytical Tools
    • ICT &Technologies
    • Managers' Corner
    • Healthcare
    • Related Topics
  • Public Training
  • Academic Diploma
    • Data Science & AI Diploma
    • Testimonials
    • Our Lifestyle in Pics
    • FAQs
    • LAU-ACE/SAS Dual Diploma
  • Diploma Courses
    • C1 - Visualize & Describe
    • C2 - Stat. Data Analysis
    • C3 - Data Management
    • C4 - Supervised ML
    • C5 - Unsupervised ML
    • C6 - Big Data
    • C7 - NNs & Deep Learning
    • C8 - Gen. Deep Learning
    • C9 - NLPs & AI Agents
    • C10 - AI Solutions
  • Meet the Experts
  • Clients
  • TV & Events
  • Contact Us

Course 1: Visualizing and Describing Data

Course Overview

A picture is worth a thousand words and data! This course compares various visualization tools and stresses the importance of properly collecting and selecting data. It also emphasizes the essential aspects of designing an effective data collection process and validating the information's quality for analysis.

Course Objectives

This course will enable you to: 

• Understand and plan the lifecycle of a data analysis project

• Assess data quality for analysis and reporting

• Differentiate between Big Data and Sampling results

• Compare Probabilistic and Non-probabilistic sampling techniques

• Transform any business into a comprehensive database

• Visualize variables effectively and intelligently

• Explain and interpret data using complete descriptive statistics

• Understand and interpret estimations based on sample results 

• Apply these skills using SAS-Viya and Python  

Week 1. Data Structuring and Visualization

Week 2. Descriptive Statistics & Probability Laws

Week 2. Descriptive Statistics & Probability Laws

  • Structured Data for Analysis
  • Tabulations and Pivot Tables
  • Data Visualization and Power BI

Week 2. Descriptive Statistics & Probability Laws

Week 2. Descriptive Statistics & Probability Laws

Week 2. Descriptive Statistics & Probability Laws

  • Central Tendency Measures
  • Scatter Tendency Measures
  • Probability Laws

Week 3. The Normal Distribution

Week 2. Descriptive Statistics & Probability Laws

Week 3. The Normal Distribution

  • Raw and Standardized Data
  • Central Limit Theorem
  • Sampling and Estimations

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