AI and Machine Learning: Code, Train, & Deploy

Build practical AI and machine learning skills using Python, Pandas, TensorFlow, PyTorch, SQL, and Generative AI. Learn to work with data, build machine learning models, and apply AI through hands-on projects.
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Your Instructor
Tesfay Aregay
A veteran of the "Big Tech" world, Tesfay has spearheaded critical infrastructure projects for Apple, Amazon, and Capital One. Currently serving as a Senior Engineer at Microsoft, he focuses on the resilience and stability of M365 global platforms. He leverages his 10+ years of expertise in distributed systems and AI-driven pipelines to mentor the next generation of engineers at Skillspire.
Course Overview

Build practical AI and machine learning skills using Python, Pandas, TensorFlow, PyTorch, SQL, and Generative AI. Learn to work with data, build machine learning models, and apply AI through hands-on projects.

What you’ll learn

Build practical skills in artificial intelligence, machine learning, and data science using Python and industry-relevant tools. You'll work with Python, Pandas, SQL, TensorFlow, PyTorch, and Generative AI while learning data analysis, machine learning, deep learning, and model development.

Through hands-on coding and projects, you'll learn how to work with real-world data, train machine learning models, and apply AI techniques to practical problems.

Course Objectives

Course Prerequisites

What does this course look like?

  • Skillspire's 16-week AI and Machine Learning Bootcamp combines live, instructor-led classes, hands-on coding, data analysis, machine learning exercises, and practical projects. The curriculum takes you from Python and data fundamentals to machine learning, deep learning, and Generative AI.
  • Choose 100% remote learning from anywhere in the U.S. or attend classes in person at our SeaTac, Washington campus. Veterans using VA education benefits are required to attend the in-person program at SeaTac.
  • Who is it for?

    This program is designed for career changers, tech professionals, developers, analysts, and aspiring AI and machine learning professionals who want practical, instructor-led training.

    It's a good fit for learners who want to build skills in machine learning, data science, deep learning, and Generative AI and apply those skills to real-world projects.

    Veterans and military spouses in Washington State may be eligible to use GI Bill® benefits or other VA education funding for the in-person program at Skillspire's SeaTac campus. The Washington Worker Retraining Program (WRT) may also provide funding for eligible students.

    Course Syllabus

    Course Program Stages
    Duration:
    Total Hours:
    Week
    Stage
    1
    -
    Introduction to Data Science and Review of Programming Fundamentals

    • Introduction to Data Science

    • Python Review

    • Variables and Data Types

    • Conditional Statements and Loops

    • Functions and Modules

    Week
    Stage
    2
    -
    Data Manipulation with Pandas

    • Introduction to Pandas

    • Loading Data with Pandas

    • Data Manipulation with Pandas

    • Aggregating and Grouping Data with Pandas

    • Data Cleaning and Preprocessing with Pandas

    Week
    Stage
    3
    -
    Working with Databases and APIs

    • Introduction to Databases

    • SQL Review

    • Introduction to APIs

    • Accessing Web APIs with Python

    • Processing JSON Data

    Week
    Stage
    4
    -
    Project 1 - Data Wrangling and Analysis

    • Working with a real-world dataset using Pandas and Python

    • Data Cleaning and Preprocessing

    • Exploratory Data Analysis

    Week
    Stage
    5
    -
    Review of Descriptives and Inferential Statistics

    • Descriptive Statistics

    • Probability Theory

    • Common Probability Distributions

    • Statistical Inference

    • Hypothesis Testing

    View the full program syllabus, click for access!

    Start Date
    June 17, 2026
    End Date
    October 12, 2026
    Enrollment Status
    Closed
    Location
    Remote
    Start Date
    June 17, 2026
    End Date
    October 12, 2026
    Enrollment Status
    Closed
    Location
    In-person
    Start Date
    March 11, 2026
    End Date
    July 2, 2026
    Enrollment Status
    Closed
    Location
    Remote

    Cohort Schedule

    Start Date
    End Date
    Enrollment Status
    Location
    No items found.
    Start Date
    June 17, 2026
    End Date
    October 12, 2026
    Enrollment Status
    Closed
    Location
    Remote
    Start Date
    June 17, 2026
    End Date
    October 12, 2026
    Enrollment Status
    Closed
    Location
    In-person
    Start Date
    March 11, 2026
    End Date
    July 2, 2026
    Enrollment Status
    Closed
    Location
    Remote

    Cohort Time Schedule

    Mon
    5:00PM - 8:00PM PST
    Tue
    5:00PM - 8:00PM PST
    Wed
    5:00PM - 8:00PM PST
    Thu
    5:00PM - 8:00PM PST
    Fri
    Sat
    9:00AM - 3:00PM PST
    Sun
    Start Date
    June 17, 2026
    End Date
    October 12, 2026
    Enrollment Status
    Closed
    Location
    Remote
    Start Date
    June 17, 2026
    End Date
    October 12, 2026
    Enrollment Status
    Closed
    Location
    In-person
    Start Date
    March 11, 2026
    End Date
    July 2, 2026
    Enrollment Status
    Closed
    Location
    Remote

    Want to learn full stack web development but don’t know where to start? Consider signing up to learn full stack with Python.

    Python is easy to learn and great for back-end coding. The popularity of Python as a programming language is on the upsurge, thanks to its readability and ability to do more with less coding. If you are looking for a course that offers Python web development for beginners, look no further. Our online course allows you to learn full stack web development with Python at your own pace from the comfort of your home.

    Vetrans
    computer
    As part of our full stack development course, you’ll also learn JavaScript and a suite of frameworks and tools that work with Java.

    Our Java full stack developer course is designed to kickstart your programming career as a Java full stack developer. We regularly update our Java full stack developer course to make sure it is relevant and useful for our students. If you want to join our full stack JavaScript course, but aren’t sure if you have time to attend the classes, don’t worry. We schedule our classes on weekends and weekday evenings. Even if you work full-time, you can still attend our classes.

    The opportunity is yours. We help you take it.
    1
    Submit your application and receive emails
    2
    Take skillspire coding skills assessment
    3
    Receive offers to join for the portfolio project
    Start your application today
    Apply
    The opportunity is yours. We help you take it.
    1
    Submit Your Application
    2
    We’ll go over different class and payment options
    3
    You’ll start learning skills for a new career
    Start your application today and explore scholarship opportunities based on eligibility.
    Apply
    Frequently asked questions
    Do I need programming experience for your courses?

    No, a basic level of computer literacy and a motivation to learn is all you need for most of our courses.

    Who should take your courses?

    Our courses are designed for diverse backgrounds; If programming or tech is a career track that you really want to pursue, you may sign-up for our courses whether you are software engineer, product/program manager, analyst, researcher, consultant, student, etc.

    How much time do I need to spend studying outside of the classroom?

    It can vary depending on your unique background. However, it usually takes 18 hours/week outside of the classroom for homework and study time.

    Will I be given a certificate after the completion of the course?

    Yes, you will be given a certificate of completion for any course, after you pass the final exam.