Mydra logo
Log in
>All courses>Artificial Intelligence
Artificial Intelligence
Udemy logo

Udemy

Machine Learning, Data Science and Generative AI with Python

  • up to 20 hours
  • Intermediate

Unlock the Power of Machine Learning & AI: Master the Art of Turning Data into Insight. Discover the Future of Technology with Our Comprehensive Machine Learning & AI Course - Featuring Generative AI, Deep Learning, and Beyond! Join a community of learners who have successfully transitioned into the tech industry, leveraging the knowledge and skills acquired from our course to excel in corporate and research roles in AI and ML.

  • Generative AI
  • Deep Learning
  • Machine Learning Models
  • Data Science Applications
  • Big Data Analysis

Overview

In an era where Machine Learning (ML) and Artificial Intelligence (AI) are revolutionizing industries across the globe, understanding how giants like Google, Amazon, and Udemy leverage these technologies to extract meaningful insights from vast data sets is more critical than ever. Whether you're aiming to join the ranks of top-tier AI specialists or you're driven by the fascinating challenges this field offers, our course is your gateway to an exciting new career trajectory. Designed for individuals with programming or scripting backgrounds, this course goes beyond the basics, preparing you to stand out in the competitive tech industry. Our curriculum, enriched with over 145 lectures and 20+ hours of video content, is crafted to provide hands-on experience with Python, guiding you from the fundamentals of statistics to the cutting-edge advancements in generative AI.

  • Web Streamline Icon: https://streamlinehq.com
    Online
    course location
  • Layers 1 Streamline Icon: https://streamlinehq.com
    English
    course language
  • Professional Certification
    upon course completion
  • Self-paced
    course format
  • Live classes
    delivered online

Who is this course for?

Software Developers

Software developers or programmers who want to transition into the lucrative data science and machine learning career path will learn a lot from this course.

Technologists

Technologists curious about how deep learning really works.

Data Analysts

Data analysts in the finance or other non-tech industries who want to transition into the tech industry can use this course to learn how to analyze data using code instead of tools.

Unlock the power of machine learning and AI to transform data into insights. This course covers key topics like generative AI, deep learning, and data science applications, making it ideal for software developers, technologists, and data analysts. Gain industry-relevant skills to advance your career in the tech industry.

Pre-Requisites

1 / 3

  • You'll need a desktop computer (Windows, Mac, or Linux) capable of running Anaconda 3 or newer.

  • Some prior coding or scripting experience is required.

  • At least high school level math skills will be required.

What will you learn?

Introduction to Python and Basic Statistics
Setting a strong foundation for your journey in ML and AI.
Deep Learning Techniques
Including MLPs, CNNs, and RNNs, with practical exercises in TensorFlow and Keras.
Generative AI Mechanics
Extensive modules on transformers and the OpenAI API, with hands-on projects like fine-tuning GPT, Advanced RAG, langchain, and LLM agents.
Machine Learning Models
A comprehensive overview of machine learning models beyond GenAI, including SVMs, reinforcement learning, decision trees, and more.
Practical Data Science Applications
Data visualization, regression analysis, clustering, and feature engineering, empowering you to tackle real-world data challenges.
Apache Spark for Big Data
A special section on Apache Spark, enabling you to apply these techniques to big data, analyzed on computing clusters.

What learners say about this course

  • “I started doing your course... and it was pivotal in helping me transition into a role where I now solve corporate problems using AI. Your course demystified how to succeed in corporate AI research, making you the most impressive instructor in ML I've encountered.”

    Kanad Basu

    PhD

Meet your instructor

  • Frank Kane

    Founder & CEO, Sundog Software, LLC

    Frank Kane is the founder and CEO of Sundog Software, publisher of online video training courses reaching over one million learners worldwide through the Sundog Education brand. He also leads the development of the SilverLining Sky, Cloud, and Weather SDK and the Triton Ocean SDK for flight and maritime training simulators.

Upcoming cohorts

  • Dates

    start now

€14.99