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Applied Machine Learning

Intensive training for a career in computer vision and machine learning.

First Week

Orientation ⦿ Career Roadmapping ⦿ Finding Skill Gap ⦿ Basic Image / Video Processing ⦿ OpenCV ⦿ Image Processing / Feature Extraction ⦿ Segmentation

Second Week

Backend REST App w/ Spring ⦿  Job Search Best Practise ⦿ Interviewing Basics ⦿  Scrum Basics & Team Assignements ⦿ Outlining Passion Project

Third Week

Frontend App w/ Angular ⦿ Developing Soft Skills ⦿ Technical Blog Post ⦿ Start Job Applications ⦿ Contacting Job Recruiters ⦿ Salary Negotiation 

Fourth Week

Implementing Identity Management w/ Firebase ⦿ Setting Up Cloud Servcies (AWS, Azure) ⦿ Code Delivery in Live Product ⦿ MVP Launch of Passion Project ⦿ 1-to-1 w/ Industry Veterans

Fifth Week

Setting up Databases + Integrating Apps ⦿ Running & Supporting an App in Production ⦿ Weekly Assigments ⦿ Weekly Review ⦿ Weekly Code Challenge

Sixth Week

Intro to Natural Language Cloud Services ⦿ Integrating NLP in a Product ⦿ Weekly Assigments ⦿ Weekly Review ⦿ Weekly Code Challenge ⦿ Passion Project Version 2

Seventh Week

Intro to Computer Vision ⦿ Replicating a Computer Vision Project ⦿ Weekly Assigments ⦿ Weekly Review ⦿ Weekly Code Challenge ⦿ Submitting Code to a Live Product

Eighth Week

Agile Methodoloies in Product Development ⦿ Weekly Assigments ⦿ Weekly Review ⦿ Weekly Code Challenge ⦿ Passion Project Version 3 ⦿ Job Application 

Ninth Week

Replicating Opensource ML Projects ⦿ Weekly Assigments ⦿ Weekly Review ⦿ Weekly Code Challenge ⦿ Submitting Code to a Live Product  ⦿ Job Application 

Tenth Week

Analytics Tools to Assess Application Health ⦿ Weekly Assigments ⦿ Weekly Review ⦿ Weekly Code Challenge ⦿ Passion Project Version 4 ⦿ Job Application ⦿ Mock Interviews

Eleventh Week

Building Live Apps w/ Applied ML Tools ⦿ Weekly Assigments ⦿ Weekly Review ⦿ Weekly Code Challenge ⦿ Submitting Code to a Live Product  ⦿ Job Application 

Final Week

Wrap Up / Overview ⦿ Passion Project Final Version ⦿ Job Application ⦿ Mock Interviews  ⦿ Networking Effectivly  ⦿ VISA & Immigration Counseling