Curriculum

18 Chapters · 33 Lessons

  1. 1
    1. Mastering ChatGPT and Google Colab for Machine Learning Free preview
  2. 2
    1. (Included in full purchase)

      Introduction

  3. 3
    1. (Included in full purchase)

      Introduction to ChatGPT

    2. (Included in full purchase)

      Introduction to ChatGPT

  4. 4
    1. (Included in full purchase)

      ChatGPT for Data Science and Machine Learning

    2. (Included in full purchase)

      ChatGPT for Data Science and Machine Learning

  5. 5
    1. (Included in full purchase)

      Fundamentals of Statistics for Data Science

    2. (Included in full purchase)

      Fundamentals of Statistics for Data Science

  6. 6
    1. (Included in full purchase)

      Missing Values and Outliers

    2. (Included in full purchase)

      Missing Values and Outliers

  7. 7
    1. (Included in full purchase)

      Relation Between Variables and Charts

    2. (Included in full purchase)

      Relation Between Variables and Charts

  8. 8
    1. (Included in full purchase)

      Data Preparation

    2. (Included in full purchase)

      Data Preparation

  9. 9
    1. (Included in full purchase)

      Training and Evaluation

    2. (Included in full purchase)

      Training and Evaluation

  10. 10
    1. (Included in full purchase)

      Fine Tuning, Features Selection, and Final Model

    2. (Included in full purchase)

      Fine Tuning, Features Selection, and Final Model

  11. 11
    1. (Included in full purchase)

      Data Preparation and Training

    2. (Included in full purchase)

      Data Preparation and Training

  12. 12
    1. (Included in full purchase)

      Fine Tuning and Final Model

    2. (Included in full purchase)

      Fine Tuning and Final Model

  13. 13
    1. (Included in full purchase)

      Data Analysis and Dataset Manipulation (NLP)

    2. (Included in full purchase)

      Data Analysis and Dataset Manipulation (NLP)

  14. 14
    1. (Included in full purchase)

      Sentiment Analysis and Predictions

    2. (Included in full purchase)

      Sentiment Analysis and Predictions

  15. 15
    1. (Included in full purchase)

      ChatGPT-4 for a Completely Automated Data Science Workload

    2. (Included in full purchase)

      ChatGPT-4 for a Completely Automated Data Science Workload

  16. 16
    1. (Included in full purchase)

      Customizing GPT for Applications

    2. (Included in full purchase)

      Customizing GPT for Applications

  17. 17
    1. (Included in full purchase)

      Takeaways and Conclusions

    2. (Included in full purchase)

      Takeaways and Conclusions

  18. 18
    1. (Included in full purchase)

      INDEX

About the course

Unlock the future of machine learning by mastering Google Colab, trusted by over 5 million data scientists, and ChatGPT, powering 100 million users worldwide. This book bridges the latest in AI with practical, hands-on applications for data science. With these game-changing tools at your command, you’ll be able to streamline complex workflows, automate tedious tasks, and propel your AI skills to new heights—making machine learning faster, smarter, and more accessible than ever before. Each chapter unfolds a specific aspect of data science and machine learning, seamlessly integrated with ChatGPT’s free version capabilities. The foundational chapters introduce key machine learning concepts, while advanced sections explore topics such as natural language processing, sentiment analysis, and predictive analytics—all illustrated with real-world examples and interactive exercises. The later chapters focus on optimizing tasks using the more powerful paid version of ChatGPT, culminating in the creation of a custom GPT named “Data Scientist” to tackle specialized challenges. Additionally, the book includes a section on best practices, expert tips, and interview questions, making it a comprehensive resource for aspiring data scientists and seasoned professionals alike.

About the Author

Rosario Moscato holds a master’s degree in electronic engineering from Federico II University in Naples and a master’s degree in internet software design from CEFRIEL in Milan. Additionally, he has a diploma in apologetics and a master’s degree in science and faith from the Pontifical Athenaeum Regina Apostolorum in Rome. With nearly 25 years of experience, Rosario has always focused on the development and fine-tuning of the most innovative technologies across various international companies in Europe and Asia, covering various highly technical, commercial, and business development roles.