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Data Analysis Bootcamp

Overview
Curriculum

Are you ready to take your data analysis skills to the next level? Our 12 Weeks Data Analysis Bootcamp is designed to provide you with a comprehensive understanding of Python, SQL, and advanced data analysis techniques. Whether you're a beginner or looking to deepen your existing skills, this boot camp will equip you with the tools and knowledge needed to excel in the data-driven world.

 

We have two plans for this training.

The weekend plan: Friday 2hrs (6-8pm) sat 4hrs(1-5pm) sun(6-7pm) 1hr
The weekday plan: 2hrs(Mon to wed) 6-8pm Thurs 1hr 6-7pm

Weekend plan: 2nd of August - 20th of October 2024
Weekday plan: 5th of August - 30th of October 2024

Duration: 12 weeks

 

Why Enroll in Our Bootcamp?

  • Expert Instructors: Learn from industry experts with years of experience in data analysis and teaching.
  • Hands-on Learning: Engage in practical projects and real-world scenarios to apply what you learn.
  • Comprehensive Curriculum: Covering Python, SQL, data visualization, and more.
  • Flexible Schedule: Attend live weekend online classes or weekday sessions.
  • Networking Opportunities: Connect with peers and professionals in the field.
  • Career Support: Receive guidance on building your portfolio, preparing for job interviews, and more.

 

How to Register:

Ready to start your data analysis journey? Register for our bootcamp by clicking on the link below.

Register Now!!!.

 

For more information, contact us at info@realcaretechmark.com

Curriculum

  • 12 Sections
  • 50 Lessons
  • 0 Quizzes
  • 0m Duration
Expand All
Introduction to Data Analysis
10 Lessons0 Quizzes
  1. Intro to Data Analysis and get to know and possibilities with python
  2. Introduction to python
  3. Python syntax, comments, docstrings etc.
  4. Python Data types
  5. Python string operations
  6. Inbuilt python functions
  7. Flow Control Statements
  8. What's wrong with this syntax exercises/ Difference between Data types exercise
  9. List, Tuples, Dictionary Data structure continuation and conditional loops
  10. Revise Basic Python concepts and 2 problems
Python Basics
5 Lessons0 Quizzes
  1. Python Functions
  2. Lambda, Map, Apply
  3. Python Modules and File Handling
  4. Python Buffer for remaining elements based on pace of class
  5. File handling exercise and Function exercises
Advance Python
8 Lessons0 Quizzes
  1. Basics of Object Oriented Programming
  2. Classes and Objects
  3. Inheritance and Polymorphism
  4. Python decorators
  5. Advance Python Exercises
  6. Abstract Classes
  7. Best coding practices with object oriented programming
  8. Logic Building Leetcode Problems
Numpy
2 Lessons0 Quizzes
  1. Numpy exercises
  2. Installation of MySQL workbench and Presentation
Pandas
2 Lessons0 Quizzes
  1. Pandas exercises
  2. Pandas time series
Introduction to Statistics in Python
4 Lessons0 Quizzes
  1. Statistics, Scipy basics
  2. Scipy basics and List comprehension
  3. List comprehension exercises
  4. Time Complexity and sorting algorithms
Cleaning, Joining and Transforming Data using REGEX
4 Lessons0 Quizzes
  1. Data cleaning using inbuilt python methods
  2. Intro to REGEX
  3. Regex Exercises
  4. Modification and compilation flags
Data Collection
4 Lessons0 Quizzes
  1. Introduction to API
  2. Understanding HTTP requests
  3. NY times API
  4. Short demonstration of Oanda's live API
Data Visualisation (MatPlotLib)
7 Lessons0 Quizzes
  1. Figures and Subplots
  2. Pie Charts
  3. Matplotlib and Pandas Dataframe
  4. Line, Bar, Histogram
  5. Data Visualisation 3
  6. Data Visualisation for Time series
  7. Best data visualisation practices
Introduction to SQL
4 Lessons0 Quizzes
  1. Installation of MySQL workbench and Presentation
  2. SQL 1
  3. SQL Exercises 1
  4. SQL 2
Capstone Project
0 Lessons0 Quizzes
Capstone Project Presentation
0 Lessons0 Quizzes

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