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Gain practical experience through real-world projects

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Learn from industry professionals with years of experience

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Enhance your job prospects with in-demand data science skills

About the Course

Embark on a transformative journey into the world of data science with our Digital Transformation: Fundamental Data Science course. Dive deep into the core concepts, tools, and techniques that drive data-driven decision-making. Whether you're a beginner or looking to upskill, our course is designed to equip you with the skills needed to thrive in the digital age. Join us and unlock a world of opportunities!

About the Creator

Hi there! I'm [Your Name], a seasoned data scientist with a passion for sharing knowledge. My mission is to empower individuals like you to harness the power of data and drive meaningful change. Join me on this learning journey, and together, we'll explore the endless possibilities of data science.

Curriculum

6 Chapters · 72 Lessons

  1. 1

    Start Here

    1. (Included in full purchase)

      Digital Transformation: Fundamental Data Science Course Program Overview

    2. (Included in full purchase)

      Arcitura Digital Transformation: Fundamental Data Science Training & Certification Guide

  2. 2

    Module 9: Fundamental Big Data Analysis & Analytics

    1. (Included in full purchase)

      Module 9 Mind Map Poster

    2. (Included in full purchase)

      Module 9 Master Symbol Legend

    3. (Included in full purchase)

      Lesson 1: Understanding Data

    4. (Included in full purchase)

      Video Lesson 1: Understanding Data

    5. (Included in full purchase)

      Exercise 9.1

    6. (Included in full purchase)

      Lesson 2: Introducing Big Data

    7. (Included in full purchase)

      Video Lesson 2: Introducing Big Data

    8. (Included in full purchase)

      Exercise 9.2

    9. (Included in full purchase)

      Lesson 3: Understanding Data in Big Data Environments

    10. (Included in full purchase)

      Video Lesson 3: Understanding Data in Big Data Environments

    11. (Included in full purchase)

      Lesson 4: Traditional Enterprise Technologies that Process Big Data

    12. (Included in full purchase)

      Video Lesson 4: Traditional Enterprise Technologies that Process Big Data

    13. (Included in full purchase)

      Lesson 5: Introduction to Big Data Analysis

    14. (Included in full purchase)

      Video Lesson 5: Introduction to Big Data Analysis

    15. (Included in full purchase)

      Lesson 6: Introduction to Big Data Analytics

    16. (Included in full purchase)

      Video Lesson 6: Introduction to Big Data Analytics

    17. (Included in full purchase)

      Exercise 9.3

    18. (Included in full purchase)

      Lesson 7: Business Intelligence & Big Data

    19. (Included in full purchase)

      Video Lesson 7: Business Intelligence & Big Data

    20. (Included in full purchase)

      Lesson 8 Data Visualization & Big Data

    21. (Included in full purchase)

      Video Lesson 8 Data Visualization & Big Data

    22. (Included in full purchase)

      Exercise 9.4

    23. (Included in full purchase)

      Lesson 9: Big Data Adoption & Planning Considerations

    24. (Included in full purchase)

      Video Lesson 9: Big Data Adoption & Planning Considerations

    25. (Included in full purchase)

      Supplement: Data Analysis & Analytics Poster

  3. 3

    Module 10A: Fundamental Machine Learning

    1. (Included in full purchase)

      Module 10A Symbol Legend Poster

    2. (Included in full purchase)

      Module 10A Mind Map Poster

    3. (Included in full purchase)

      Lesson 1: Understanding Machine Learning

    4. (Included in full purchase)

      Exercise 10A.1

    5. (Included in full purchase)

      Lesson 2: Fundamental Terms and Concepts

    6. (Included in full purchase)

      Exercise 10A.2

    7. (Included in full purchase)

      Lesson 3: How Machine Learning Works

    8. (Included in full purchase)

      Exercise 10A.3

    9. (Included in full purchase)

      Lesson 4: Machine Learning Algorithms and Practices

    10. (Included in full purchase)

      Exercise 10A.4

    11. (Included in full purchase)

      Lesson 5: How Machine Learning Systems Work

    12. (Included in full purchase)

      Exercise 10A.5

    13. (Included in full purchase)

      Lesson 6: Machine Learning in the Industry

    14. (Included in full purchase)

      Supplement: Module 10 Patterns and Mechanisms Mapping Reference Matrix

    15. (Included in full purchase)

      Supplement: Module 10 Supplement Machine Learning Algorithms and Practices Reference Supplement

  4. 4

    Module 10B: Fundamental Predictive AI

    1. (Included in full purchase)

      Module 10B Mind Map Poster

    2. (Included in full purchase)

      Lesson 01: Understanding Predictive AI

    3. (Included in full purchase)

      Exercise 10B.1

    4. (Included in full purchase)

      Lesson 02: AI Functional Designs

    5. (Included in full purchase)

      Exercise 10B.2

    6. (Included in full purchase)

      Lesson 03: Data Fundamentals

    7. (Included in full purchase)

      Exercise 10B.3

    8. (Included in full purchase)

      Lesson 04: Models & Algorithms and Neural Networks

    9. (Included in full purchase)

      Exercise 10B.4

    10. (Included in full purchase)

      Lesson 05: Understanding Feedforward Neural Networks (FFNNs)

    11. (Included in full purchase)

      Lesson 06: Understanding Convolutional Neural Networks (CNNs)

    12. (Included in full purchase)

      Lesson 07: Understanding Recurrent Neural Networks (RNNs)

    13. (Included in full purchase)

      Lesson 08: Building Predictive AI Systems

    14. (Included in full purchase)

      Lesson 09: Predictive AI System Best Practices

  5. 5

    Module 11: Fundamental Generative AI

    1. (Included in full purchase)

      Module 11 Symbol Legend Poster

    2. (Included in full purchase)

      Module 11 Mind Map Poster

    3. (Included in full purchase)

      Lesson 1: Understanding Generative AI

    4. (Included in full purchase)

      Exercise 11.1

    5. (Included in full purchase)

      Lesson 2: Models, Algorithms and Neural Networks

    6. (Included in full purchase)

      Exercise 11.2

    7. (Included in full purchase)

      Lesson 3: Training Generative Models

    8. (Included in full purchase)

      Lesson 4: Understanding Generative Adversarial Networks (GANs)

    9. (Included in full purchase)

      Exercise 11.3

    10. (Included in full purchase)

      Lesson 5: Understanding Variational Autoencoders (VAEs)-1

    11. (Included in full purchase)

      Lesson 6: Understanding Transformers

    12. (Included in full purchase)

      Lesson 7: Building Generative AI Systems

    13. (Included in full purchase)

      Lesson 8: Generative AI Systems Best Practices

  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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