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School of Data

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Course Curriculum

1 Introduction to Python
21 Min

Unlock the secrets of Python in this beginner-friendly video. We'll explore the essential building blocks that will have you coding your own programs in no time.


2 Data types and variables
13 Min

In this video, you'll gain a clear understanding of Python data types and variables, and how to work with them effectively in your Python programming. Ready to master Python data types? Let's dive in and explore them together in this video.


3 Conditional statements and loops
18 Min

Break down conditional statements and loops in this clear and concise video. We'll cover everything from syntax to real-world examples, so you can start using them confidently in your projects.


4 Functions and classes
22 Min

In this video, you'll learn what functions and classes are, how to define and use them, the benefits of each, and practical examples to solidify your understanding.


5 Basic Python Programming Exercises [Quiz]
12 Min


1 Introduction to Pandas Library
12 Min

Master the art of data manipulation with Pandas. This introductory video equips you with the essential skills to clean, analyze, and visualize data, propelling you from data novice to data ninja.


2 Data Structures in Pandas: Series and DataFrame
14 Min

Master the building blocks of data analysis with Pandas! Discover how Series and DataFrames transform raw data into insights, empowering you to uncover hidden patterns and make data-driven decisions.


3 Data Cleaning and Preprocessing with Pandas
31 Min

Effortless Analysis Starts Here: Data Cleaning and Preprocessing with Pandas Streamline your workflow and boost your efficiency with Pandas' cleaning magic.


4 Data Transformation and Merging with Pandas
12 Min

In this video, you'll conquer, cleaning and manipulating data, reshaping dataframes, merging datasets strategically, and extracting valuable insights from your combined data.


5 Hands-on Data Handling with Pandas [Quiz]
12 Min


1 Data visualization with Matplotlib and Seaborn
52 Min

In this video, you'll conquer: creating various chart types with Matplotlib, customizing visuals with Seaborn themes, leveraging advanced techniques for effective storytelling, and presenting your data with impact


2 Exploratory data analysis (EDA)
32 Min

From curious to confident, Unlocking the secrets of data by Mastering the art of EDA for clear data insights.


3 Steps on Building an EDA [Quiz]
10 Min


1 Descriptive Statistics and Data Distributions
13 Min

By the end, you'll be able to calculate essential statistics, interpret data distributions, understand data variability, and confidently communicate your findings.


2 Hypothesis Testing and Confidence Intervals
13 Min

Unlock the power of statistical inference. Learn how to build reliable data-driven arguments using Hypothesis Testing and Confidence Intervals.


3 Correlation and Regression Analysis.
9 Min

Demystifying the mystery of correlations and regressions. This video breaks down complex concepts into clear steps, equipping you to analyze real-world data with confidence.


4 Introduction to Time Series Analysis
12 Min

What will the future hold? Peek into the mysteries of Time Series Analysis and learn how to predict trends and patterns hidden within your data.


5 Statistical Analysis Hands on
35 Min

Piratical hands on for Statistical Analysis.


6 Statistical Analysis Exercises [Quiz]
10 Min


1 Data ethics and responsible AI
15 Min

Don't let bias rule the code! Learn how Data Ethics and Responsible AI safeguard against discrimination and ensure technology serves all with fairness.


2 Data privacy and security
11 Min

What secrets measure you need to take in your data? Dive into the hidden world of Data Privacy and Security and discover the fascinating, vital strategies to protect your data.


3 Data storytelling
25 Min

Make your data matter, Master the art of data storytelling and communicate your findings with clarity and impact, influencing decisions and driving results.


4 Data Ethics quiz [Quiz]
10 Min


1 Case Studies in Data Analytics
20 Min

Real-world data, real-world results! Dive into captivating Case Studies in Data Analytics and witness the power of insights in action.


2 Data Analytics in Business
17 Min

Join the data revolution! Master Data Analytics in Business and become a leader in driving innovation and shaping the future of your industry.


3 Final Project Hands-on
30 Min

Final Project on using python in the field of Data Analytics.


4 Final Project Quiz [Quiz]


1. Data types and variables Python file
2. Conditional statements and loops Python file
3. Functions and classes python file
4. Introduction to Pandas Library python file
5. Data Structures in Pandas: Series and DataFrame python file
6. Data Cleaning and Preprocessing with Pandas python file
7. Data Cleaning and Preprocessing dataset
8. Data Transformation and Merging with Pandas python file
9. Data visualization with Matplotlib and Seaborn python file
10. Exploratory data analysis (EDA) python file
11. Exploratory data analysis (EDA) dataset
12. Descriptive Statistics and Data Distributions python file
13. Final Exercise python file
14. Final Exercise dataset

Instructor

Arinze Emmanuel Ugwuanyi

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