Data Analytics & Visualization Using Python (with Project)
Get the necessary skills to perform efficient data analysis and visualization using Python
Development ,Data Science,Python
Lectures -28
Resources -1
Duration -6.5 hours
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Course Description
Welcome to our comprehensive Data Analysis Crash Course, created for people who have done programming in the past and want to quickly brush up on their Python knowledge before diving into data analysis and visualization. This quick-paced course walks you through the fundamentals of Python, Jupyter Notebooks, and robust libraries like NumPy and Pandas to give you a thorough introduction of the principles of commercial data analysis.
During the training, you will learn
- An Introduction to Business Data: Recognize the importance of data in business and the main ideas of analysis.
- Python Basics: Brush up on your understanding of data types, programming concepts, and syntax in Python.
- Data Manipulation: Acquire the skills necessary to manipulate and clean data using Pandas efficiently.
- Exploratory Data Analysis: Learn useful methods for displaying and interpreting data to obtain new perspectives.
- Advanced Topics: Use NumPy to explore linear algebra applications and data collection techniques.
In the course's final assignment, known as the capstone project, you will use your acquired knowledge to solve a practical issue centered around student placement prediction.
This course, which emphasizes practical application through hands-on learning experiences, is ideal for quick revision / exam preparation. To jumpstart your path into commercial data analysis using Python, enroll now!
Goals
- Get proficient at manipulating data with the Pandas library.
- Recognize the fundamentals of corporate data analysis.
- Acquire skills in both visualization and exploratory data analysis (EDA).
- Learn how to use Jupyter Notebooks with ease.
- Use NumPy to investigate more complex subjects like linear algebra and API data collection.
- Complete a capstone project to show off your abilities.
- Take part in practical exercises to gain real-world experience.
- Get ready for tests and expand your data analysis career options.
- Gain self-assurance when evaluating and understanding data.
Prerequisites
Basic Programming Knowledge: Familiarity with basic programming concepts, preferably in Python, including variables, data types, loops, and functions.
Understanding of Fundamental Data Structures: Basic knowledge of common data structures such as lists, dictionaries, and arrays.
Mathematical Foundation: Basic understanding of algebra and statistics to grasp data analysis concepts effectively.
Problem-Solving Skills: Ability to approach and solve problems logically and systematically.
Familiarity with Computer Operations: Basic computer literacy, including file handling and navigating operating systems.
Analytical Thinking: Capacity to think analytically and critically when dealing with data and interpreting results.
While the course is designed for those with some prior programming experience, immediate beginners who are highly motivated and quick learners can also enroll and benefit from the intensive learning approach.

Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction to Business and Data
3 Lectures
-
1.1 Overview 08:12 08:12
-
1.2 Key Concepts 15:11 15:11
-
1.3 Python Introduction 19:22 19:22
Python Basics and Jupyter Notebooks
4 Lectures

Operators and Conditionals
2 Lectures

Loops and function
2 Lectures

Object-Oriented Programming (OOP) and NumPy
3 Lectures

Pandas Library and Data Manipulation
3 Lectures

Working with Files and Data Importing
3 Lectures

Data Cleaning and Preprocessing
2 Lectures

Exploratory Data Analysis (EDA)
2 Lectures

Advanced Topics
3 Lectures

Capstone Project
1 Lectures

Instructor Details

Selfcode Academy
At SelfCode Academy, we are more than just an educational platform; we are the gateway to unlocking the world of coding and technology. As a premier EdTech brand, we are dedicated to empowering individuals with the skills and knowledge they need to thrive in the digital age.
Our mission is to demystify the world of coding and make it accessible to everyone, regardless of their background or prior experience. We understand that technology is shaping the future, and coding is its language. That's why we have curated a range of comprehensive coding courses that cater to beginners, intermediate learners, and even seasoned programmers looking to upskill.
What sets SelfCode Academy apart is our commitment to excellence in education. Our courses are meticulously designed by industry experts to ensure relevance, practicality, and engagement. Through our user-friendly online platform, learners can access a variety of programming languages, development tools, and project-based learning opportunities.
We recognize that each individual learns at their own pace, which is why our courses are self-paced, allowing learners to progress in a way that suits their schedule and preferences. We provide a supportive learning environment with dedicated instructors, a vibrant community forum, and interactive resources that facilitate both independent and collaborative learning.
At SelfCode Academy, we believe that coding is not just a skill, but a mindset that fosters creativity, problem-solving, and innovation. Our vision is to equip learners with the ability to turn their ideas into tangible digital solutions, whether it's building websites, developing apps, or shaping the technologies of tomorrow.
Join us on a transformative journey where you'll gain more than just coding skills – you'll gain the confidence to navigate a tech-driven world and make your mark on it. Welcome to SelfCode Academy, where your coding aspirations become a reality.
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