Data Training Institute
Python for Data Analysis & Business Intelligence
Live & online$600
About This Course
Discover the power of Python in data analysis and business intelligence. This course covers essential Python libraries and techniques to manipulate data, automate processes, and create insightful analyses. Perfect for those new to Python or looking to apply it in a business context
What You'll Learn
- Master essential Python libraries such as Pandas and NumPy for efficient data manipulation.
- Learn to automate data processing tasks, saving time and reducing errors.
- Develop skills to create insightful data visualizations using Python's powerful tools.
- Apply Python techniques to solve real-world business intelligence challenges.
- Gain a strong foundation in Python for data analysis, even if you're new to programming.
Course Content
19 sections · taught live, step by step
1
Section 1: Jupyter Notebook 101 - Python Overview
2
Section 2: Basic Math Operations & Basic Data Types
3
Section 3: Variables & Lists
4
Section 4: Tuples & Strings
5
Section 5: Dictionaries & Sets
6
Section 6: Numpy Arrays
7
Section 7: Pandas Data Frames
8
Section 8: Reading & Writing Data
9
Section 9: Control Flow (if, else, for, while), List Comprehensions
10
Section 10: Functions
11
Section 11: Exploring & Cleaning Data
12
Section 12: Working with Text Data
13
Section 13: Preparing Numeric Data
14
Section 14: Dealing with Dates, Joining Data & Frequency Tables
15
Section 15: Plotting with Pandas
16
Section 16: Descriptive Statistics
17
Section 17: Probability Distributions, Confidence Intervals, Hypothesis Testing & T-Tests
18
Section 18: ANOVA, Linear Regression, Logistic Regression
19
Section 19: Decision Trees & Random Forests
Not sure this course is the right fit?
Tell us your goals and we'll recommend the right learning path — or build a custom corporate training for your team.
Talk To Us