- Duration / Course length: Upto 6 Hours Start now
- Accredited by: CiQCPD Qualification Standards
- Certificates:
- Course delivery: This course is delivered in video format
Course details
Data Science with PythonOverview
Are you looking to gain a new in-demand skill from the comfort of your home? Well, look no further; you’ve come to the right place!
Our easy-to-follow Data Science with Python will provide you with all the deep knowledge and insight you need to know about this topic. This comprehensive course has been broken down into several manageable modules, which we believe will assist you to easily grasp each concept – from the fundamental to the more advanced aspects of the ;
Learn the most in-demand skills from the safety & comfort of your home. Enjoy the freedom to learn at your own comfortable pace and prepare yourself for the market of the future.
Learning Outcomes
- Proficiency in Python programming for data science.
- Competence in data manipulation using Pandas and NumPy.
- Advanced data visualization with Matplotlib.
- Handling missing data and data cleaning.
- Data aggregation and transformation.
- Working with various data formats (CSV, JSON).
- Exploring hierarchical indexing and pivot tables.
- Implementing data analysis and statistical techniques.
- Creating impactful data visualizations.
- Real-world data analysis projects.
Who Is This Course For?
Ideal for aspiring and experienced developers, students, and entrepreneurs, "The Complete Advanced Criminal Psychology and Profiling " offers comprehensive training in both frontend and backend web development with JavaScript.
Why Choose Us?
- We use the very latest tools and applications in online education to teach you The Data Science with Python in exciting and innovative ways.
- You’ll be able to take the Data Science with Python course anywhere. Learn on your laptop, be taught on your tablet, school yourself on your smartphone, and practise on your PC. The choice is yours!
- Is time short? Study at the hours that suit you. As long as you have an online device, you can learn at any time of the day or night.
Data Science with Python is a useful qualification to possess and would be beneficial for any related profession or ;
Course Curriculum
Data Science with Python
- Course Introduction and Table of Contents
- Introduction to Python, Pandas and Numpy
- System and Environment Setup
- Python Strings
- Python Numbers and Operators
- Python Lists
- Tuples in Python
- Sets in Python
- Python Dictionary
- NumPy Library - Introduction
- NumPy Array Operations and Indexing
- NumPy Multi-Dimensional Arrays
- Introduction to Pandas Series
- Introduction to Pandas Dataframes
- Pandas Dataframe conversion and drop
- Pandas Dataframe summary and selection
- Pandas Missing Data Management and Sorting
- Pandas Hierarchical-Multi Indexing
- Pandas CSV File Read Write
- Pandas JSON File Read Write
- Pandas Concatenation Merging and Joining
- Pandas Stacking and Pivoting
- Pandas Duplicate Data Management
- Pandas Mapping
- Pandas Grouping
- Pandas Aggregation
- Pandas Binning or Bucketing
- Pandas Re-index and Rename
- Pandas Replace Values
- Pandas Dataframe Metrics
- Pandas Random Permutation
- Pandas Excel sheet Import
- Pandas Condition Selection and Lambda Function
- Pandas Ranks Min Max
- Pandas Cross Tabulation
- Matplotlib Graphs and plots
- Matplotlib Histograms
Eligibility / Requirements
Eligibility Requirements: Basic programming knowledge and familiarity with mathematics concepts are recommended but not mandatory.
Job roles this course is suitable for:
Data Scientist , Data Analyst , Machine Learning Engineer , Business Intelligence Analyst , Data Engineer , Research Scientist , Financial Analyst , Statistician , Database Administrator , Python DeveloperAbout Alpha Academy
Alpha Academy is an online learning platform that provides one of the best e-learning experience that you can think of. With a large variety of training courses to choose from, you are bound to find something to suit you. Whether it be to improve your current expertise or develop new skills, we can facilitate your goal. On top of our provision of professionally accredited courses, we also provide a free CV review for you within 24 hours of submission.
Why Choose Us:
- On top of our provision of professionally accredited courses, we also provide a free CV review for you within 24 hours of submission.
- This is perfect for you if you want to add the experience to your CV/Resumé or hang it on your wall.
Assessment and Certification
At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39.
