Python for Data Analysis
This course is an excellent course for someone who has basic Python knowledge and wants to learn to use Python for Data Analysis. This course covers NumPy, mathplotlib, Pandas for data analysis and data visualization.
Design and develop desktop application using Python language
Debug Python code
Build games like Madlibs, jackpot, Tic-tac-toe, word search with Python
Use Python for data sciences
Prepare for Associate Level Certification exam
Showcase Python projects to apply for software development jobs
Get hands-on, practical experience in Python programming.
Jump-start your career in the technical field
Receive a certificate of completion
You'll receive access to the study material that align with the IT Associate level exam
Be prepared for ITS 303 Python Programming Certification Exam by Pearson
Be prepared for the Python Associate Certification Exam by Python Institute
The SELF-PACED ONLINE COURSE
Self-paced online course
Available 24 hours, 7 days a week
12 Months to complete
Open enrollment, begin anytime
40 course hours
Setting up Development Environment
Install Python with Matplotlib, Numpy, and SciPy
Learning Objectives
Lesson 1: Introduction to Programming
Lesson 2: Introduction to Python
Lesson 3: Setting up Development Environment
Lesson 4: Testing Your Development Environment
Lesson 5: print() function
Lesson 6: input() function
Exercise: Basic Python
Project: Print Counties
Key Takeaways
Importing Data from External file
Connecting to Sqlite
Python with MySQL
Project: Pet (Python with MySQL)
Learning Objectives
Lesson 1: Introduction to Data Processing
Lesson 2: List
Project: Implementing Queue (Using Python List)
Tuple
Sets
Project: Implementing Stack (Using Python Set)
Dictionaries
Key Takeaways
Learning Objectives
Key Takeaway
Learning Objectives
Introduction to Numpy
Key Takeaways
Learning Objectives
Introduction to Plotting a Graph
Plotting 2D graph with Mathplotlib
Plotting Functions Algebra & Trigonometry
Key Takeaways
Web Scraping with BeautifulSoup
Exercise 1: Finding Minimum & Maximum Value
Sorting Algorithms
Exercise: Managing Item in a List
Exercise 1.1: List content of an Array
Exercise 1.3: Using a List
Exercise 1: Implementing Queue Class
Learning Objectives
Key Takeaways
Introduction to Pandas
SciPy
Learning Objectives
Key Takeaways
Learning Objectives
Key Takeaways
Creating a Desktop Dashboard
Python language has a simple syntax and English-like commands which makes it easy to learn. To become a Python programmer, you need a higher level of expertise and understand how to use it in a variety of applications. This Python course can help you get hands-on experience in using Python and its powerful libraries that is required to become a Python programmer.
Python training is offered by highly qualified trainers who have years of proven experience in Python programming and have worked on various industry projects. They also have rich experience in training students and giving them the best learning environment.
This Python certification course is ideal for professionals willing to become software developers or preparing for any data-related role like data scientist, data analyst, or AI engineer.
According to ZipRecruiter, the average annual salary of a Python Programmer in the United States is $115,066. By getting Python certified, such professionals can further increase their salary.
Vazi Okhandiar
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Vazi has over 20 years of experience in Project Management and IT Training experience. She is Project Management Professional (PMP) certified by the Project Management Institute, Microsoft Project Certified by Microsoft, Project+ certified by CompTIA, Microsoft Certified Trainer (MCT), and CompTIA Certified Technical Trainer (CTT+). She has an MBA from the University of California and a Master’s in Computer Science from Illinois Institute of Technology. She has worked for General Motors, Toyota, EDS/HP, and Mitsubishi. Her expertise includes project management, architecture, design, and software development projects for various industries, including manufacturing, financial, healthcare, and automotive. Vazi has been awarded “Excellence in Development” for an Electronic Billing System by Mitsubishi’s telecommunication division and Product Data Management System at Electronic Data Systems (EDS). |