Hands-On Learning

Practice real-world data analysis scenarios to enhance your skills.

Expert Guidance

Learn from industry professionals with years of experience in data science.

Career Acceleration

Boost your career prospects with in-demand data science skills.

About the Course

Embark on a transformative journey with our Big Data Analysis & Advanced Data Science Course. Dive deep into the world of data analysis through hands-on projects and expert guidance. Whether you're a beginner or an experienced professional, this course equips you with the skills needed to excel in the field of data science. Join us today and unlock the potential of data-driven decision-making in various industries.

Meet Your Instructor

Hi, I'm [Your Name], your guide on this data science adventure! With years of experience in the industry, I'm passionate about sharing my knowledge and helping you succeed in the world of data science. Join me in this journey towards mastering Big Data Analysis & Advanced Data Science.

Curriculum

6 Chapters · 83 Lessons

  1. 1

    Start Here

    1. (Included in full purchase)

      Big Data Analysis & Advanced Data Science Course Program Overview

    2. (Included in full purchase)

      Arcitura Big Data Analysis & Advanced Data Science Training & Certification Guide

    3. (Included in full purchase)

      Big Data Analysis & Advanced Data Science Symbol Legend Poster

  2. 2

    Module 4: Big Data Analysis & Science

    1. (Included in full purchase)

      Module 4 Overview

    2. (Included in full purchase)

      Module 4 Mind Map Poster

    3. (Included in full purchase)

      Lesson 1: Terms and Concepts

    4. (Included in full purchase)

      Video Lesson 1: Terms and Concepts

    5. (Included in full purchase)

      Lesson 2: Common Big Data Dataset Categories

    6. (Included in full purchase)

      Video Lesson 2: Common Big Data Dataset Categories

    7. (Included in full purchase)

      Exercise 4.1

    8. (Included in full purchase)

      Lesson 3: Exploratory Data Analysis

    9. (Included in full purchase)

      Video Lesson 3: Exploratory Data Analysis

    10. (Included in full purchase)

      Lesson 4: Statistics

    11. (Included in full purchase)

      Video Lesson 4: Statistics

    12. (Included in full purchase)

      Exercise 4.2

    13. (Included in full purchase)

      Exercise 4.3

    14. (Included in full purchase)

      Exercise 4.4

    15. (Included in full purchase)

      Lesson 5: Confirmatory Data Analysis

    16. (Included in full purchase)

      Video Lesson 5: Confirmatory Data Analysis

    17. (Included in full purchase)

      Lesson 6: Visualization

    18. (Included in full purchase)

      Video Lesson 6: Visualization

    19. (Included in full purchase)

      Exercise 4.5

    20. (Included in full purchase)

      Lesson 7: Prediction Linear Regression

    21. (Included in full purchase)

      Video Lesson 7: Prediction Linear Regression

    22. (Included in full purchase)

      Exercise 4.6

    23. (Included in full purchase)

      Lesson 8: Classification k-NN

    24. (Included in full purchase)

      Video Lesson 8: Classification k-NN

    25. (Included in full purchase)

      Lesson 9: Clustering k-means

    26. (Included in full purchase)

      Video Lesson 9: Clustering k-means

    27. (Included in full purchase)

      Exercise 4.7

    28. (Included in full purchase)

      Supplement: Big Data Scientist Mathematical Formulas Supplement

  3. 3

    Module 5: Advanced Big Data Analysis & Science

    1. (Included in full purchase)

      Module 5 Overview

    2. (Included in full purchase)

      Module 5 Mind Map Poster

    3. (Included in full purchase)

      Lesson 1: Modeling & Model Evaluation

    4. (Included in full purchase)

      Video Lesson 1: Modeling & Model Evaluation

    5. (Included in full purchase)

      Exercise 5.1

    6. (Included in full purchase)

      Exercise 5.2

    7. (Included in full purchase)

      Lesson 2: Data Reduction

    8. (Included in full purchase)

      Video Lesson 2: Data Reduction

    9. (Included in full purchase)

      Lesson 3: Classification

    10. (Included in full purchase)

      Video Lesson 3: Classification

    11. (Included in full purchase)

      Exercise 5.3

    12. (Included in full purchase)

      Lesson 4: Pattern Identification

    13. (Included in full purchase)

      Video Lesson 4: Pattern Identification

    14. (Included in full purchase)

      Exercise 5.4

    15. (Included in full purchase)

      Lesson 5: Text Analytics

    16. (Included in full purchase)

      Video Lesson 5: Text Analytics

    17. (Included in full purchase)

      Exercise 5.5

    18. (Included in full purchase)

      Lesson 6: Outlier Detection

    19. (Included in full purchase)

      Video Lesson 6: Outlier Detection

    20. (Included in full purchase)

      Exercise 5.6

    21. (Included in full purchase)

      Exercise 5.7

    22. (Included in full purchase)

      Supplement: Big Data Scientist Module 5 Mathematical Formulas Supplement

  4. 4

    Module 6: Big Data Analysis & Science Lab

    1. (Included in full purchase)

      Module 6 Overview

    2. (Included in full purchase)

      Reading Exercise 6.1: TMC Case Study Background

    3. (Included in full purchase)

      Lab Exercise 6.2: Analysis for Enhancing Product Quality

    4. (Included in full purchase)

      Lab Exercise 6.2: Analysis for Enhancing Product Quality Worksheets

    5. (Included in full purchase)

      Lab Exercise 6.2: Analysis for Enhancing Product Quality Answer

    6. (Included in full purchase)

      Lab Exercise 6.3: Analysis for Lowering Total Cost of Ownership

    7. (Included in full purchase)

      Lab Exercise 6.3: Analysis for Lowering Total Cost of Ownership Worksheets

    8. (Included in full purchase)

      Lab Exercise 6.3: Analysis for Lowering Total Cost of Ownership Answer

    9. (Included in full purchase)

      Reading Exercise 6.4: PLGM Case Study Background

    10. (Included in full purchase)

      Lab Exercise 6.5: Analysis for High-Yield Marketing Plan

    11. (Included in full purchase)

      Lab Exercise 6.5: Analysis for High-Yield Marketing Plan Worksheets

    12. (Included in full purchase)

      Lab Exercise 6.5: Analysis for High-Yield Marketing Plan Answer

    13. (Included in full purchase)

      Lab Exercise 6.6: Analyze Items Layout and Credit Card Data

    14. (Included in full purchase)

      Lab Exercise 6.6: Analyze Items Layout and Credit Card Data Worksheets

    15. (Included in full purchase)

      Lab Exercise 6.6: Analyze Items Layout and Credit Card Data Answer

    16. (Included in full purchase)

      Reading Exercise 6.7: LHL Case Study Background

    17. (Included in full purchase)

      Lab Exercise 6.8: Enhance Patient Diagnosis Capability

    18. (Included in full purchase)

      Lab Exercise 6.8: Enhance Patient Diagnosis Capability Worksheets

    19. (Included in full purchase)

      Lab Exercise 6.8: Enhance Patient Diagnosis Capability Answer

    20. (Included in full purchase)

      Reading Exercise 6.9: SWP Case Study Background

    21. (Included in full purchase)

      Lab Exercise 6.10: Enhance Risk Management and Understand Demand Patterns

    22. (Included in full purchase)

      Lab Exercise 6.10: Enhance Risk Management and Understand Demand Patterns Worksheet

    23. (Included in full purchase)

      Lab Exercise 6.10: Enhance Risk Management and Understand Demand Patterns Answer

    24. (Included in full purchase)

      Supplement: Module 6 Mind Map Poster

  5. 5

    Become a Certified Big Data Scientist

    1. (Included in full purchase)

      Step 1 - Take the Self-Test (Optional)

    2. (Included in full purchase)

      Step 2 - Order the Certification Exam

    3. (Included in full purchase)

      Step 3 - Pass the Certification Exam

  6. 6

    Add-Ons

    1. (Included in full purchase)

      Instructor-Led Training

    2. (Included in full purchase)

      Virtual Coaching

    3. (Included in full purchase)

      Printed Course Materials

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