Data Science Bootcamp

Chinaza MaryTheresa Akwue

By Chinaza MaryTheresa Akwue

Jul 22

Introduction

Data science is an interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. It combines elements of statistics, computer science, and domain expertise to analyze and interpret complex data.

In today's data-driven world, data science is crucial for making informed decisions and driving innovation across various industries. It helps organizations understand trends, optimize operations, and predict future outcomes. From improving healthcare outcomes to enhancing business strategies, data science plays a vital role in leveraging data for impactful solutions.

The Resagratia Data Science Bootcamp is designed for aspiring data scientists, data engineers, etc. This rigorous program explores data manipulation, feature engineering, machine learning, predictive modeling, and artificial intelligence. With hands-on projects and real-world applications, you'll learn to leverage data to create models that tackle complex problems and drive technological advancements.

The bootcamp runs for 14 weeks, featuring instructor-led classes, online mentorship sessions, and self-paced learning elements. This bootcamp is ideal for those with a strong background in problem-solving and analytical thinking who want to pursue a career in data science or expand their skill set.

Data Science Curriculum

Resagratia Data Science Bootcamp is perfect for aspiring data scientists. This intensive program equips participants with the tools and knowledge to solve complex problems and drive innovation. Below are the courses that participants will delve into.

Google Sheets Essentials

The bootcamp begins with a deep understanding of spreadsheets for analytics. Google Sheets is a versatile, online-based tool for data management, analysis, collaboration, and data visualization. Students will understand how to clean data, write custom functions, import HTML, manipulate text, use pivot tables and visualize data, collaborate with others, and learn to use the BigQuery data connector.

Data Analysis with SQL

Get hands-on with SQL right from your browser in our captivating course, using a storytelling approach. From understanding relational databases and data modeling to mastering SQL building blocks, JOINs, UNIONs, and subqueries, we guide you through practical exercises every step of the way.

SQL for Data Science

Resagratia continues with SQL by covering more advanced concepts on the use of CTEs for data engineering pipelines, subqueries, and window functions to solve practical, real-world challenges. This course focuses on problem-solving scenarios involving advanced JOINs, arrays, table creation, views, and indexing using PostgreSQL and Google BigQuery.

Python Fundamentals

Embark on an enriching journey into the world of programming with Python Fundamentals. Python is easy to write and understand; it stands as the tool of choice for data science. Perfect for beginners, our fundamentals course covers concepts on numbers and operators, manipulating data types, loops, lists, dictionaries, and writing your custom functions to solve practical problems.

Data Science with Python

This is where it gets more exciting and in-depth with the use of Python for data science. Building on the fundamentals, we cover data manipulation in Pandas, NumPy, data visualization with Matplotlib, Folium, and Seaborn libraries, statistical exploratory data analysis, dimensionality reduction, and machine learning (supervised + unsupervised) while applying these concepts to real-world use cases.

Case Study Projects

Work on structured and unstructured data to perform exploratory data analyses to extract useful features for your machine learning projects. The projects are very hands-on and students will build predictive models that solve peculiar industry challenges. At resagratia students are not alone; our vetted, expert mentors provide continuous support and offer domain expertise to ensure project completion.

Benefits of attending

Here are the benefits of attending the resagratia data analytics bootcamp;

  • Gain practical skills in building predictive models that solve peculiar industry challenges and using industry-standard tools (e.g., Google Sheets, SQL, and Python).
  • Hands-on experience while working on real-world projects and case studies, applying what you learn to practical scenarios.
  • Use of Git and GitHub effectively for your data portfolio
  • Networking opportunities with peers and industry professionals.
  • Expert instruction through personalized mentorship and support.
  • Time and Cost Efficiency
  • Up-to-Date Curriculum.
  • Certification or credential received upon completion for career advancement.
  • Limited internships to the best graduates from the bootcamp.

Success stories/testimonials

Testimonials are a great way of obtaining feedback from the Resagratia bootcamp. Here are our graduates' favorite things about the bootcamp:

“The project-centric model, as well as the self-paced component of the program. I love the fact that there are tasks for learners to do after completing a major course, and also the idea that you can study and learn at your own pace without feeling you’re behind or ahead of others. This is important as it gives you the freedom to take the lessons in a manner that fits into your daily routine and schedule.” _Clematins Nwiibee


“My favourite thing about Resa Data BootCamp was how organized they are. The feedback approach, weekly quizzes, and Saturday mentorship sessions made learning interactive and effective for me. The platform brought me great friendships. Constant encouragement from the facilitators not to give up helped me a lot, along with the weekly leader board, which also gave me a push.” _Huldah Adeogun

How to get started.

To register for the Data Bootcamp,

  • Visit https://resagratia.com/bootcamp
  • Click on ‘Enroll now’.
  • Choose the ‘Data Science Bootcamp’ program and click on ‘Continue’
  • Choose to pay in full or subscribe to a payment plan.
  • Select a bootcamp cohort you would like to join.
  • Select your payment currency and click on ‘Pay’.

After payment, check your email for details of the next steps, including account activation, joining Discord, and preparing for your bootcamp.

Conclusion

The Resagratia Data Science Bootcamp is a thorough and hands-on program created to equip participants with the essential skills to excel in a data-centric environment. Enroll now and embark on your journey to a successful career in data science!


Table of contents
  1. Introduction
  2. Data Science Curriculum
    1. Google Sheets Essentials
    2. Data Analysis with SQL
    3. SQL for Data Science
    4. Python Fundamentals
    5. Data Science with Python
    6. Case Study Projects
  3. Benefits of attending
  4. Success stories/testimonials
  5. How to get started.
  6. Conclusion
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