1. Get Noticed

Quickly standout from other data science or computer science applicants. Win the AI filter barrier  with broad, integrated skills.

2. Tell Your Story

Tell potential employers how your portfolio projects were built with full-stack architecture - front-end data analysis and backend API development. 

3. Show Your Skills

Explain your experience with industry-standard tools and deployment processes used by the same companies you want to work for

About the Course

To get your first data science job, you must do these things: 1) Get noticed; 2) tell your story; 3) show your skills. Our broad, full-workflow approach is designed to get noticed by both AI and human gatekeepers.  Once you have your interview, our portfolio-based approach will help you tell your technology story that covers front-end analysis, back-end API development, and service layer implementation.  Skills, industry-standard tools, and deployment architecture are designed for both ML and data science entry jobs.

Meet Your Instructors

Jesse Casman is an alumnus of Stanford University with 30 years of technology industry experience.  He lives in San Francisco and works with a team of instructors in Silicon Valley. Jesse has worked with top-tier industrial data science and infrastructure  organizations, including the R Consortium and the OpenJS Foundation.

Course Curriculum

7 Chapters · 17 Lessons

  1. 1

    Introduction to Data Science Tools

    1. (Included in full purchase)

      Positron First Look - Data Science IDE Evaluated with Python Plotly

    2. (Included in full purchase)

      Positron Notebook Editor with AI Assistance

    3. (Included in full purchase)

      Positron Databot for Data Exploration

    4. (Included in full purchase)

      Shiny for Python Introduction with Positron and Post Connect Cloud

    5. (Included in full purchase)

      Python Dash Beginner Introduction to Dashboards

    6. (Included in full purchase)

      Learn Shiny by Building Simple Photo Gallery

  2. 2

    Visual and UI Layer

    1. (Included in full purchase)

      GIS - Adding Images to Maps with GPS Coordinates

  3. 3

    Security

    1. (Included in full purchase)

      Weak Security with Environmental Variables

  4. 4

    Data Understanding and Exploration

    1. (Included in full purchase)

      Data Visualization Basics

  5. 5

    Building a FastAPI Backend

    1. (Included in full purchase)

      Shiny with FastAPI Architectural Overview

    2. (Included in full purchase)

      Build an API Server from Scratch with FastAPI

    3. (Included in full purchase)

      Connecting Shiny Frontend to FastAPI Tutorial

  6. 6

    Deploying Your Applications

    1. (Included in full purchase)

      Deploy Dash to Leapcell

    2. (Included in full purchase)

      API Hosting and Management

    3. (Included in full purchase)

      Deploy Beautiful Charts to GitHub Pages

    4. (Included in full purchase)

      Posit Connect Cloud

  7. 7

    Capstone Project: Telling Your Data Story

    1. (Included in full purchase)

      Finalizing and Evaluating Your Project

Industry Expertise

Discover how Jesse and his team help the data science and software development communities. Industry knowledge is built into every lesson.

Jesse's team has helped build a strong connection between the R Consortium and over 90 worldwide R User Groups with interviews and blogging and social media that raised the profile of the R Consortium and continued to help improve the grant process that support User Groups and R language learning around the globe.
Joseph Rickert

R consortium Board Chair

A key piece of the OpenJS Foundation mission is effective and useful communication out to the global community of JavaScript/Node.js developers. The team is able to translate complex ideas quickly and clearly - like Node.js security information - into content that helps support OpenJS Foundation communications out to developers around the world
Robin Ginn

Executive director, OpenJS Foundation

Ready to Standout with Industrial Data Science?

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