TECH I.S.

The Data Science Bootcamp students learn the entire data science process from scratch. This includes Raw Data Collection & Processing, Cleaning the Data sets, Exploratory Data Analysis, Building Models & Algorithms, Storytelling through data visualization & integrating it into Data products.

Bootcamp students receive 1:1 mentorship with a tech industry expert and receive 24/7 course support from instructors. All Bootcamp students receive job placement support that leverages the TECH.I.S hiring partner network.

The Curriculum covered is as follows:
- Python
- SQL
- Manipulating Data with Numpy
- Wrangling Data with Pandas
- Data Visualisation
- Exploratory Data Analysis
- Inferential Statistics
- Linear Algebra Foundations
- Introduction to Linear regression and Cost function and Regularisation
- Logistic Regression, KNN, and Naive Bayes models
- Decision Tree Modeling, Random forests, and Bagging models
- Boosting Algorithms - GBM, AdaBoost, XgBoost
- Model Evaluation and selection, Cross-validation, Feature Engineering
- Unsupervised Learning
- Clustering techniques, PCA
- Natural Language Processing - Introduction to Neural Networks
- Neural Network Architectures and applications
- Recommendation systems, Introduction to Data Structures
- Data Structures and algorithms (implemented in Python)
- Algorithms, DevOps
- Git, Docker, AWS, Model deployment

Cost: $0 (NO UPFRONT FEE) - Pay 15% of your income for 46 months (up to $30K) after getting a job making at least $50,000

The Web Development Bootcamp students learn HTML, CSS, Python or PHP, JavaScript, and SQL. The curriculum also covers Git, testing, planning, and frameworks.

Bootcamp students receive 1:1 mentorship with a tech industry expert and receive 24/7 course support from instructors. All Bootcamp students receive job placement support that leverages the TECH.I.S hiring partner network.

Subjects:
- Python
- HTML
- CSS
- JavaScript
- React + Redux
- SQL
- Security
- Django
- Django Twitter 1 & 2
- Django & React Netflix 1 & 2
- Git
- Data Structures
- Planning
- AWS & Docker
- Personal Development

Cost: $0 (NO UPFRONT FEE) - Pay 15% of your income for 46 months (up to $30K) after getting a job making at least $50,000