Expert-Led Modules

Gain insights from industry professionals with hands-on experience

Cutting-Edge Techniques

Learn the latest tools and technologies driving digital transformation

Real-World Applications

Apply your skills to real-world data challenges and projects

About the Course

Embark on a transformative journey with our Digital Transformation Course: Advanced Data Science. Dive into the world of data analytics, machine learning, and artificial intelligence through our expert-led modules. Equip yourself with the skills needed to excel in today's data-driven world. Take the first step towards unlocking new career opportunities and driving innovation. Enroll now to accelerate your digital transformation journey.

Meet Your Instructor

Hi, I'm [Your Name], a seasoned data scientist with a passion for teaching. I've overcome challenges and gained valuable insights throughout my career, and now I'm excited to share my knowledge with you. My goal is to empower you to master data science and drive impactful change in your professional journey.

Course Curriculum

5 Chapters · 64 Lessons

  1. 1

    Start Here

    1. (Included in full purchase)

      Digital Transformation: Advanced Data Science Course Program Overview

    2. (Included in full purchase)

      Arcitura Digital Transformation: Advanced Data Science Training & Certification Guide

  2. 2

    Module 12: Advanced Big Data Analysis & Analytics

    1. (Included in full purchase)

      Digital Transformation Module 12 Mind Map Poster

    2. (Included in full purchase)

      Lesson 1: The Big Data Analysis Lifecycle

    3. (Included in full purchase)

      Video Lesson 1: The Big Data Analysis Lifecycle

    4. (Included in full purchase)

      Exercise 12.1

    5. (Included in full purchase)

      Lesson 2: Statistical Analysis

    6. (Included in full purchase)

      Video Lesson 2: Statistical Analysis

    7. (Included in full purchase)

      Lesson 3: Visual Analysis

    8. (Included in full purchase)

      Video Lesson 3: Visual Analysis

    9. (Included in full purchase)

      Lesson 4: Machine Learning

    10. (Included in full purchase)

      Video Lesson 4: Machine Learning

    11. (Included in full purchase)

      Lesson 5: Semantic Analysis

    12. (Included in full purchase)

      Video Lesson 5: Semantic Analysis

    13. (Included in full purchase)

      Exercise 12.2

    14. (Included in full purchase)

      Lesson 6: Big Data Technology Mechanisms

    15. (Included in full purchase)

      Video Lesson 6: Big Data Technology Mechanisms

    16. (Included in full purchase)

      Exercise 12.3

  3. 3

    Module 13A: Advanced Machine Learning

    1. (Included in full purchase)

      Module 13 Mind Map Poster

    2. (Included in full purchase)

      Module 13A Mind Map Poster

    3. (Included in full purchase)

      Lesson 1: Data Exploration Patterns

    4. (Included in full purchase)

      Video Lesson 1: Data Exploration Patterns

    5. (Included in full purchase)

      Exercise 13A.1

    6. (Included in full purchase)

      Lesson 2: Data Reduction Patterns

    7. (Included in full purchase)

      Video Lesson 2: Data Reduction Patterns

    8. (Included in full purchase)

      Exercise 13A.2

    9. (Included in full purchase)

      Lesson 3: Data Wrangling Patterns

    10. (Included in full purchase)

      Video Lesson 3: Data Wrangling Patterns

    11. (Included in full purchase)

      Exercise 13A.3

    12. (Included in full purchase)

      Lesson 4: Supervised Learning Patterns

    13. (Included in full purchase)

      Video Lesson 4: Supervised Learning Patterns

    14. (Included in full purchase)

      Exercise 13A.4

    15. (Included in full purchase)

      Lesson 5: Unsupervised Learning Patterns

    16. (Included in full purchase)

      Video Lesson 5: Unsupervised Learning Patterns

    17. (Included in full purchase)

      Exercise 13A.5

    18. (Included in full purchase)

      Lesson 6: Model Evaluation Patterns

    19. (Included in full purchase)

      Video Lesson 6: Model Evaluation Patterns

    20. (Included in full purchase)

      Exercise 13A.6

    21. (Included in full purchase)

      Lesson 7: Model Optimization Patterns

    22. (Included in full purchase)

      Video Lesson 7: Model Optimization Patterns

    23. (Included in full purchase)

      Exercise 13A.7

    24. (Included in full purchase)

      Supplement: Machine Learning Patterns and Mechanisms Mapping Reference Matrix

  4. 4

    Module 13B: Advanced Predictive AI

    1. (Included in full purchase)

      Module 14 Symbol Legend Poster

    2. (Included in full purchase)

      Lesson 01: Terms & Concepts

    3. (Included in full purchase)

      Exercise 13B.1

    4. (Included in full purchase)

      Lesson 02: Fundamental Learning Approaches

    5. (Included in full purchase)

      Exercise 13B.2

    6. (Included in full purchase)

      Lesson 03: Tools & Practices

    7. (Included in full purchase)

      Exercise 13B.3

    8. (Included in full purchase)

      Lesson 04: Configuration Techniques

    9. (Included in full purchase)

      Exercise 13B.4

    10. (Included in full purchase)

      Lesson 05: Predictive AI Neural Networks

    11. (Included in full purchase)

      Exercise 13B.5

  5. 5

    Module 14: Advanced Generative AI

    1. (Included in full purchase)

      Module 14 Symbol Legend Poster-2

    2. (Included in full purchase)

      Lesson 01: Introduction

    3. (Included in full purchase)

      Exercise 14.1

    4. (Included in full purchase)

      Lesson 02: Fundamental Learning Approaches

    5. (Included in full purchase)

      Exercise 14.2

    6. (Included in full purchase)

      Lesson 03:Tools & Practices

    7. (Included in full purchase)

      Exercise 14.3

    8. (Included in full purchase)

      Lesson 04: Configuration Techniques

    9. (Included in full purchase)

      Exercise 14.4

    10. (Included in full purchase)

      Lesson 05: Generative AI Neural Networks

    11. (Included in full purchase)

      Exercise 14.5

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