Learn Data Analysis with Python
Students will learn techniques and tools to analyze data and derive meaningful insights for decision-making.
About this Course
In this Data analysis course students will acquire a comprehensive set of skills and knowledge to effectively analyse and derive insights from data. They will begin by mastering the fundamentals of data analysis, learning about data cleaning and preprocessing techniques, as well as exploratory data analysis to uncover patterns and relationships. Students will then delve into statistical analysis, gaining proficiency in hypothesis testing, data distributions, and correlation analysis.
The course will also cover machine learning fundamentals, including supervised and unsupervised learning techniques. Students will learn to build regression models for predictive analysis, classification models for pattern recognition, and explore clustering and dimensionality reduction methods. Additionally, they will gain expertise in time series analysis and forecasting, enabling them to analyse and predict trends in time-dependent data. Throughout the course, students will work with Python libraries such as Pandas and NumPy, enhancing their proficiency in data manipulation, aggregation, and visualisation. By the end of the course, students will be equipped with the skills to undertake data analysis projects, interpret results, and effectively communicate insights derived from data.
Choose the best fit for you
-
Duration
3 Months
Twice weekly - 6 hours weekly -
Prerequisite
Computer
A computer and a good
internet connection is required -
Level
Beginners
No previous knowledge is
required to take this course -
Certificate
Available
Certificate will be given after
the completion of the course
Learn from the comfort of your home
Start and finish your course with the same group of students, with frequent opportunities to interact with your instructors and classmates along the way. This course is 100 percent online.
No on-site classes available for this course
Choose the best fit for you
Learn from anywhere
Start and finish your course with the same group of students, with frequent opportunities to interact with your instructors and classmates along the way. This course is 100 percent online.
Duration
3 Months
Twice weekly - 6 hours weekly
Prerequisite
Computer and good internet connection
Level
Beginners, no previous knowledge required
Certificate
Awarded after completion of course
No on-site classes available for this course
Course Outline
- Overview of data analysis concepts and methodologies
- Introduction to data analysis tools and software
- Exploring different types of data and their characteristics
- Techniques for cleaning and preprocessing data
- Handling missing values and outliers
- Data transformation and feature engineering
- Descriptive statistics and data visualization techniques
- Univariate and multivariate analysis
- Identifying patterns and relationships in data
- Introduction to statistical concepts and hypothesis testing
- Performing t-tests, chi-square tests, and ANOVA
- Analyzing data distributions and correlation
- Advanced data visualization techniques and tools
- Creating interactive and compelling visualizations
- Design principles for effective data storytelling
Why choose to learn with us
Experience Teachers
Learn from the best at Cellular Academy. Our experienced teachers bridge theory and real-world applications, equipping you with the skills to excel in your career.
Live Classes
Experience the power of interactive learning. Designed for convenience and flexibility, ask questions, engage in discussions, and access recorded sessions anytime.
Group Learning
Through our group learning programs, you become part of a supportive and collaborative environment where you can learn from others and contribute your own unique perspectives.
Certification
When you successfully complete a course at Cellular Academy, you will receive a prestigious certification that demonstrates your proficiency in the skill learnt.
Support System
Our support system is designed to cater to your needs throughout your learning journey. Upon enrolment, you’ll have access to a dedicated team committed to your academic and personal growth.
Job Placement
We offer comprehensive job placement assistance, leveraging our industry connections to provide you with the best opportunities. We are committed to supporting you throughout your career journey
Internship Opportunities
Develop practical skills, industry knowledge, and receive mentorship to support your personal and professional growth. Benefit from our strong partnerships with reputable companies, offering internships.
Free Internet
Student studying at any of our campuses furthermore enjoys our commitment to providing a supportive and inclusive learning environment, making education accessible to all through free internet access.
Success Stories
The knowledgeable instructors and comprehensive curriculum provided me with the skills and hands-on experience I needed in the tech industry.
One aspect that truly stood out for me was the supportive learning environment. The academy fostered a collaborative structure.
I highly recommend the Cellular Tech Academy to anyone looking to embark on a fulfilling journey in the world of technology.
FAQs
Students will need access to a computer or laptop with a reliable internet connection to complete the tech training program. Specific software requirements may vary depending on the course or program, but our admissions team can provide more information on the technical requirements for each course.
Yes, many of our courses and resources are available on mobile devices, including smartphones and tablets. However, some courses may require more advanced computer equipment, and our admissions team can provide more information on them
There are no prerequisites to any of our courses or programs. However, in general, we recommend that students have a basic understanding of computer technology and proficiency in the English language since most of our courses are conducted in English.
Graduates of our tech training program are well-positioned to pursue careers in a wide range of industries, including technology, finance, healthcare, and more. We offer job placement assistance and career counseling to help our graduates find the right job opportunities that match their skills and interests.
Our tech training program provides numerous opportunities for students to network with other students, instructors, and industry professionals. We offer online forums and social media groups where students can connect and share resources, and we also host periodic networking events and a guest speaker series featuring prominent leaders in the tech industry.
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