Data Engineering with AWS (training)

Colleagues, the Data Engineering with AWS provides you with a foundation for the new world of Big Data. Enroll now to build production-ready data infrastructure, an essential skill for advancing your data career  Training modules with hands-on projects include: 1) Data Modeling - learn to create relational and NoSQL data models to fit the diverse needs of data consumers. Use ETL to build databases in PostgreSQL and Apache Cassandra (Projects: Data Modeling with Postgres and Data Modeling with Apache Cassandra), 2) Cloud Data Warehouses -sharpen your data warehousing skills and deepen your understanding of data infrastructure. Create cloud-based data warehouses on Amazon Web Services (AWS) (Project: Build a Cloud Data Warehouse), 3) Spark and Data Lakes - understand the big data ecosystem and how to use Spark to work with massive datasets. Store big data in a data lake and query it with Spark (Project: Build a Data Lake), 4) Data Pipelines with Airflow - schedule, automate, and monitor data pipelines using Apache Airflow. Run data quality checks, track data lineage, and work with data pipelines in production (Project: Data Pipelines with Airflow), and 5) Capstone Project - combine what you've learned throughout the program to build your own data engineering portfolio project (Project: Data Engineering Capstone).

Enroll today (teams & execs welcome): https://tinyurl.com/53hkud56 

Download your free Data Science and AI-ML-DL - Career Transformation Guides.

Recommended Reading: 

1 - Data-Driven Decision-Making  (Audible) (Kindle)

2 - Implementing Data Science Methodology: From Data Wrangling to Data Viz (Audible) (Kindle)

3 - The Upskill Gambit - Discover the 5 Keys to Your Career and Income Security in the Digital Age  (Audible) (Kindle) 

Much career success, Lawrence E. Wilson - AI Academy (share with your team)

“ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity” (Amazon Audible & Kindle book)

Friends, the new “ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity” (Audible) (Kindle) book is the latest entry to the “Transformative Innovation” series. AI in all of its manifestations represents a bona fide “generational change” of human society as we know it. AI, like many of the historic innovations of the past, has the unsurpassed potential to impact the human race for both good and evil.  All humanity has a vested interest in ensuring the impact of AI is positive. The alternative is unfathomable: A dystopian environment leading to the destruction of mankind in a Noahic antediluvian episode of human culture by the hands of man himself or the divine, omnipotent hand of our sovereign Creator.

This book has a “5 Star” rating on Amazon. Reader comment “If you're curious about how AI works, how it's changing the world, and what might happen next, this book is great. It's a bit like a guide that helps you understand this complex topic. It's a journey that could open your mind to new ideas and change how you see the world.”

Table of Contents:

I - Introduction

II - The Birth of Artificial Intelligence (AI)

III - AI Research and Development

IV - The AI Quantum Multiplier

V - Technological Synergy

VI - The Ethics of Artificial Intelligence

VII - The Global Race for AI Supremacy

VIII - Understanding Artificial General Intelligence (AGI)

IX - Approaches to AGI Development

X - The Era of Artificial Superintelligence (ASI)

XI - Ensuring Safety in AGI and ASI

XII  - AGI and ASI Impact on Society and the Economy

XIII - AI Singularity (“Technological Singularity”)

XIV - Looking Beyond the Singularity

XV - Conclusions

Our journey will examine the birth of AI, the pending transition to Artificial General Intelligence, the era of Artificial Super Intelligence and thoughts on the possibility of AI (or “Technological”) Singularity. Although some of these topics have verifiable, concrete answers, overall, the pendulum rapidly swings from the domain of the known to the domain of the unknown and speculative in the concluding chapters. Our commitment is to amplify the known (factual) elements of Artificial Intelligence and only when necessary delve into the realm of the unknown (subjective) aspects of AI Singularity … and beyond.

Join us for a journey that will transform your thinking and possibly your life!

Order today:

Audible (https://tinyurl.com/3pswj5sx) 

Kindle (https://www.amazon.com/dp/B0CG536WDN)   

3 Book Series: “Transformative Innovation”: 

 

1 - ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity (Audible) (Kindle)

2 - ChatGPT - The Era of Generative Conversational AI Has Begun (Audible) (Kindle) 

3 - The Race for Quantum Computing  (Audible) (Kindle) 

Thank you for dropping a brief review on this book’s Audible or Kindle page.

Regards, Genesys Digital (Amazon Author Page) https://tinyurl.com/hh7bf4m9

Data Science Career Transformation Guide (2024 v1)

Colleagues, the new Data Science Career Transformation Guide includes valuable information that enables you to accelerate your career growth and income potential - Careers, Salaries, Certifications and Training programs, Publications and Portals along with Professional Communities and Networking forums. This guide focuses on Data Science, Big Data, Analytics, Pandas and Jupyter Notebooks along with the tools and the technologies to perform these functions including Python, R, dplyr, Probability and Statistics, Google BigQuery, SQL, Hadoop and Tableau.

Based upon the article “The 20 Top-Paying IT Certifications Going into 2024” Skillsoft identifies two Data Science-related certifications among the highest compensated credentials: 

• Rank #2: Google Cloud Professional - Data Engineer (Average Annual Salary: $193,621)

• Rank #7: Google Cloud Professional - Database Engineer (Average Annual Salary: $163,193)

Indeed.com lists some 599,779+ Data Scientist positions in the United States alone. 

There are three critical success factors in our career transformation model. First, Get Trained and Certified. Professionals with best in-class skill sets combined with industry-leading certifications advance more rapidly than your peers and typically earn 3%-5%+ above their colleagues. Second, Get Published. Relevant, succinct and insightful articles on best practices in your technical domain or functional discipline enhance your credibility and integrity. And third, Get Connected. Developing and maintaining a robust professional network - locally and globally - bolsters your career persona and positions you as the “go to” subject matter expert in your field.

Download your free Data Science - Career Transformation Guide.

“Data-Driven Organizations”  book series for your listening-reading pleasure: 

1 - Data-Driven Decision-Making  (Audible) (Kindle)

2 - Implementing Data Science Methodology: From Data Wrangling to Data Viz (Audible) (Kindle)

Much career success, Lawrence E. Wilson - AI Academy (share with your team) [https://aimlacademy.blogspot.com] 

“ChatGPT … ChatGPT, Bard and Beyond” (audio & ebook)

Colleagues, the new book “ChatGPT … ChatGPT, Bard and Beyond” (Audible) (Kindle) explores how generative conversational AI has the potential to improve accessibility for people with disabilities and those who struggle with language barriers, as AI models can be trained to understand and respond to a wide range of languages and dialects. Listen or read this new book now on Amazon. Generative conversational AI represents a major shift in how we interact with technology and has the potential to improve many aspects of our lives, from customer service and support to healthcare and accessibility. 

ChatGPT is a specific implementation of Generative conversational AI technology developed by OpenAI. It is a large language model trained on vast text data, allowing it to generate human-like responses to text inputs. In the context of conversational AI, ChatGPT can be used to build chatbots, virtual assistants, and other applications that require the ability to generate text in real time. The model's size and training data allow it to develop highly relevant and human-like text, making it well-suited for various applications. As a state-of-the-art Generative conversational AI, ChatGPT is the perfect tool for organizations looking to step up their communication game. Whether you want to improve interactions with customers, employees, or other stakeholders, ChatGPT makes it easy. Want to see just how much you can achieve with this powerful tool? Key topics include: 1) ChatGPT History and Development, 2) The Technology Underlying ChatGPT, 3) Applications of ChatGPT in Natural Language Processing and Generation, 4) Using ChatGPT for Language Translation and Summarization, 5) ChatGPT in Dialogue Systems and Conversational AI, 6) Ethics and Limitations of ChatGPT, 7) Future Developments and Advancements in ChatGPT, 8) The Impact of ChatGPT on Society, and 9) Conclusions and Next Steps.

Audible (https://audible.com)

Kindle (https://tinyurl.com/yhf7ff27) 

Recommended Reading: Access the Transformative Innovation book series on Amazon today! 

 

1 - “ChatGPT - The Era of Generative Conversational AI Has Begun” (Audible) (Kindle) 

2 - “ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity” (Audible) (Kindle)  

3 - “The Race for Quantum Computing” (Audible) (Kindle) 

And download your free AI-ML-DL - Career Transformation Guide.

Regards, Genesys Digital (Amazon Author Page) https://tinyurl.com/hh7bf4m9 

Deep Reinforcement Learning

Colleagues, this Deep Reinforcement Learning training program will equip you with high-demand and highly marketable skills to advance your AI career.  Learn the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics. Training modules include: 1) Introduction to Deep Reinforcement Learning - Get Help with Your Account, Learning Plan and helpful resources to accelerate your learning in this first part of the Nanodegree program, 2) Introduction to RL - Reinforcement learning is a type of machine learning where the machine or software agent learns how to maximize its performance at a task - the RL Framework: The Problem, Learn how to mathematically formulate tasks as Markov Decision Processes, The RL Framework: The Solution In reinforcement learning, agents learn to prioritize different decisions based on the rewards and punishments associated with different outcomes, Monte Carlo Methods, Write your own implementation of Monte Carlo control to teach an agent to play Blackjack!, Temporal-Difference Methods - Learn about how to apply temporal-difference methods such as SARSA, Q-Learning, and Expected SARSA to solve both episodic and continuing tasks, 3) Solve OpenAI Gym's Taxi-v2 Task - explore a mini project using OpenAI Gym!, RL in Continuous Spaces, Learn how to adapt traditional algorithms to work with continuous spaces, and 4) What's Next? - learn all about how to use neural networks as powerful function approximators in reinforcement learning - Value Based Methods, Policy-Based Methods, Multi-Agent Reinforcement Learning. Plus optional courses in Special Topics in Deep Reinforcement Learning, Neural Networks in PyTorch, Computing Resources, and C++ Programming. 

Enroll today (teams & executives are welcome): https://tinyurl.com/yyzkk7zj 

Download your free AI-ML-DL - Career Transformation Guide.

For your listening-reading pleasure:

1 - “AI Software Engineer: ChatGPT, Bard & Beyond” (Audible) or (Kindle)  

2 - “ChatGPT - The Era of Generative Conversational AI Has Begun” (Audible) or (Kindle) 

3 - “ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity” (Kindle) or (Audible - coming soon!)

Much career success, Lawrence E. Wilson - AI Academy (share with your team)

 #ai #machinelearning #DeepReinforcementLearning #aiacademy #nlp #llm #chatgpt #gemini #agi #asi #singularity #Neural Networks #orch #MarkovDecisionProcesses #SARSA, Q-Learning #ExpectedSARSA #OpenAI Gym #Taxi-v2 Task ##Monte Carlo Methods #Algorithms