Data Science Bootcamp
About the course
Data Science Foundation Bootcamp is a comprehensive program designed to equip participants with the fundamental concepts, tools and techniques of data science. This bootcamp covers the entire data science lifecycle, from data collection and cleaning, to data analysis and visualization, to machine learning and model deployment. The curriculum is designed to provide hands-on experience and practical application of data science concepts. Whether you are new to the field or looking to expand your skillset, this bootcamp will provide you with the foundation needed to succeed in data science.
Course Pre-requisite
None
Course Objectives
Participants will learn:
During the Data Science Foundation Bootcamp, students will learn the following concepts and skills:
- Data collection and cleaning: students will learn how to gather data from various sources and clean and prepare it for analysis.
- Data analysis and visualization: students will learn how to use various tools and techniques to perform exploratory data analysis, create visualizations, and communicate insights.
- Machine learning: students will learn how to build and apply various machine learning algorithms, including supervised and unsupervised learning methods.
- Model deployment: students will learn how to deploy models into production, monitor their performance, and fine-tune them over time.
Overall, the course is designed to provide students with a comprehensive understanding of the data science process and the skills to apply it to real-world problems.
Interesting Facts
Here are some facts about the Data Science:
- The demand for data scientists continues to grow, with the US Bureau of Labor Statistics projecting a 31% increase in employment for data scientists and related occupations from 2020 to 2030.
- Data scientists are among the highest-paid professionals in the technology industry, with a median base salary of $130,000 per year in the United States.
- Many companies are implementing artificial intelligence (AI) and machine learning (ML) technologies, which are heavily reliant on data science expertise. As a result, data scientists are becoming increasingly valuable to organizations across industries.
All our programs include:
Mentorship
Our knowledgeable mentors will be available to guide your learnings, motivate you and keep you on track.
Certificate upon course completion
Trainees will be issued data science certificates at the end of the program
Access to live project
Trainees will have access to work on real world projects
Internship
Top two trainees get two months internship
Course Modules
- Definition
- Data Science, AI, ML and Deep Learning
- Data Analysis, Data Engineering
- Data Science and skills requirements
- Data science step and processes
- Story-telling
- Algorithms
- Cleaning and preparing the data
• Basic Descriptive Statistics
• Basic Mathematical Models
• SQL Programming Basics
• Data Cleaning with SQL
• Descriptive Statistics with SQL
• Excel Data Science Tool
• Data Cleaning with Excel
• Descriptive Statistics with Excel
• Python Basics
• Python Data Structures
• Python Programming Statistics
• Working with Data in Python
• Working with Numpy Arrays
- Introduction to Visualization Tools
- Basic Visualization Tools
- Specialized Visualization Tools
• Applications of Machine Learning
• Supervised vs Unsupervised Learning
• Python libraries suitable for Machine Learning
Welcome to the program
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Welcome to the program
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Welcome to the Program
Welcome to the Data Science Foundation Training program! We are thrilled to have you here and look forward to diving into the world of data science together. Take the steps to participate in our bootcamp
Enrollment for the Program
Click the enroll button to complete the enrollment form for Data Science Bootcamp; You will receive a mail with the link to download the pre-course material and to take short quiz.
Complete the Mind Your Gap Material
Download the Pre-course Material, read and understand fully.
Take the Short Quiz
Take the short quiz based on the mind the gap material with a 50% and above to qualify for payment
Make your Payment
Receive mail with result and payment instructions; Successful candidates will go ahead to make payment for the course.
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