This badge was issued to Brenner Haverlock on 31 Oct 2018.
Machine Learning with Data Science Emphasis
Issued by
Bloom Institute of Technology
This badge is representative of a Lambda School graduate's skill level in both Machine Learning and Data Science. By receiving this badge, students have proven that they are able to learn languages and frameworks independently enabling them to keep up with current technologies. These students have completed and passed a Capstone Defense of their final project, and have proved to work cohesively in a group setting.
Additional DetailsSkills
- Agile Project Management
- Applied Machine Learning
- Big-O Notation
- Computational Statistics
- Computer Architecture
- C Programming
- Data Analytics And Visualization
- Data Modeling
- Data Science And Data Preparation Basics
- Data Science Essentials
- Data Structures
- Django
- Graphs
- Linear Algebra
- Linear Regression
- Mathematics
- Natural Language Processing
- Neural Networks
- NumPy
- Pandas DataFrame
- Programming with Python for Data Science
- Python
- Regression Analysis
- Relational Databases
- Scikit-learn
- Structured Query Language
- Supervised Learning
- Teamwork & Collaboration
- Unsupervised Learning
Earning Criteria
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Completed 15 weeks of machine learning and data science curriculum, and demonstrated mastery of content.
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Completed 5 weeks of computer science curriculum, and demonstrated mastery of content.
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Completed 8 weeks of a Lambda Labs apprenticeship. Lambda Labs final project consists of working on a remote team to complete a capstone project using concepts learned in the machine learning, data science, and computer science portions of class.
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Present their final project in a Capstone Defense to a panel of Lambda School staff and outside Hiring Partners.
Evidence
Gender Predict
Gender classification system trained on text (product reviews). Can classify an anonymous product review author as male or female with 72% accuracy.