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Data Analytics with Python

Learn data analytics skills with Deloitte's STEM Connect program

6 Chapters 28 Videos 5 Quizzes

6

Chapters

28

Videos

5

Quizzes

About This Course

Do forensic investigations and data analytics sound intriguing? See what you could do with your degree at Deloitte! We call ourselves a professional services firm – but really, we're a group of inspired individuals tackling the biggest challenges facing Australia today.

We're solving today's problems and preparing for tomorrow because the future won't wait, and neither will you.

We designed this program to help you build the skills and confidence to pursue a career in STEM. It's a great chance to uncover the exciting opportunities at Deloitte. It's your time to explore and advance in the areas you find inspirational.

At Deloitte, we won't give you a career path, we'll help you shape your own.

What You'll Learn
  • How to use Tableau to visualize data
  • Analyze client data for forensic investigations
  • Create interactive dashboards using Tableau
  • Apply data analytics in real-world business scenarios
  • Develop critical thinking skills for data interpretation

Course Curriculum

Introduction to Data Analytics & Its Foundations

In this foundational video, we set the stage for your journey into the world of data analytics. You’ll gain a …

Introduction to Course and Python False min
Introduction to Data Analytics & Its Foundations 5 questions
Environment Setup

Python and Jupyter Notebook Intro

Installation Setup and Overview False min
Learning Numpy

Python Library

Numpy Intro and Installation False min
Introduction to NumPy Arrays False min
Access Elements From a 2D 3D Numpy Array False min
NumPy Array Slicing False min
NumPy Array Shapes False min
NumPy Array Reshaping True min
Sorting Arrays in NumPy False min
NumPy Random Numbers False min
Numpy Quiz 10 questions
Intro to Pandas

Python Data Analysis Library

Introduction to Pandas - Data Analysis Library False min
Mastering Data Handling in Pandas: CSV, Excel, and Missing Data False min
Pandas GroupBy Feature: Understanding Split-Apply-Combine False min
Understanding Data Merging in Pandas: Joins and Suffixes False min
Reshaping and Summarizing Data with Pandas: Pivot and Pivot Table False min
Pandas for Data Analysis Quiz 10 questions
Data Visualization

Matplotlib Python Library

Matplotlib Introduction and Basic Plotting Tutorial False min
Matplotlib Format Strings and Plot Customization Tutorial False min
Matplotlib: Axes Labels, Legends, and Grid in 2D Plots False min
Matplotlib Bar Chart Tutorial – Revenue and Profit Visualization False min
Understanding Histograms in Data Visualization False min
Creating, Customizing, and Saving Pie Charts Using Matplotlib False min
Data Visualization Quiz 12 questions
Machine Learning

Scikit Learn

Introduction to Machine Learning and Deep Learning with Real-Life Applications False min
Predicting Home Prices using Simple Linear Regression False min
Linear Regression with Multiple Variables (Multivariate Regression) False min
Categorical Variables and One-Hot Encoding in Linear Regression False min
Understanding Train-Test Split: Why and How to Use It in Machine Learning False min
Understanding Regression and Classification False min
Binary vs Multiclass Classification & Digit Recognition Using Logistic Regression False min
Machine Learning Quiz 20 questions
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Instructor
Deloitte Instructor
Deloitte STEM Connect Team

Data Analytics Experts

The Deloitte STEM Connect team consists of experienced data analytics professionals who are passionate about helping students develop practical skills in data visualization, analysis, and interpretation. With extensive industry experience, they provide real-world insights and guidance throughout this program.