Course Details
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Data Science & Machine Learning with Python
Name
Data Science & Machine Learning with Python
Categories
Short Courses Programmes
Unit
8
Duration
6/months
Lecture Supported
Yes
Total Course
Fee: R 6500
Course Overview
The Data Science & Machine Learning with Python short course at Dpassa College provides a practical and comprehensive introduction to data science concepts and machine learning techniques using Python programming. This course is designed for individuals looking to gain hands-on experience in data analysis, machine learning algorithms, and real-world data applications.
Students will learn how to manipulate, analyze, and visualize data, as well as implement machine learning models for predictive analytics. By the end of this course, you will be equipped with the foundational skills needed to pursue a career in data science and machine learning.
What You Will Learn
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Share-worthy content that earns links, citations
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You Will Learn
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This course contains 8 units and can be completed in 3 months at the recommended pace of 8 hours per week:
Unit 1: Introduction to Data Science and Python
Unit 2: Data Manipulation and Cleaning
Unit 3: Data Visualization
Unit 4: Introduction to Machine Learning
Unit 5: Supervised Learning Algorithms
Unit 6: Unsupervised Learning Algorithms
Unit 7: Model Deployment and Best Practices
Unit 8: Capstone Project – Data Science and Machine Learning Application
With our structured approach to learning, you can quickly gain valuable knowledge and skills. All courses include onboarding information, video lessons, multiple assessment opportunities, and monthly live Q&A sessions with a subject matter expert.
By the end of this course, you will be able to:
- ✅ Understand the foundational concepts of data science and machine learning
✅ Manipulate and clean data using Python libraries
✅ Visualize data effectively to communicate insights
✅ Implement supervised and unsupervised machine learning algorithms
✅ Evaluate machine learning models using appropriate metrics
✅ Deploy a machine learning model and understand best practices
You can expect to gain practical skills in:
- 📌 Data Analysis – Manipulating and analyzing data using Python and libraries like pandas
📌 Data Visualization – Creating impactful visualizations with Matplotlib and Seaborn
📌 Machine Learning Techniques – Applying various machine learning algorithms for predictive analytics
📌 Model Evaluation – Understanding evaluation metrics to assess model performance
📌 Project Development – Developing and deploying machine learning applications
Frequently Asked Question
This course is ideal for:
Aspiring data scientists and machine learning practitioners
Business analysts and data analysts
Students and professionals looking to enhance their data science skills
Anyone interested in the field of data science and machine learning
Yes! Upon successfully finishing the course, you will receive a Dpassa College Certificate in Data Science & Machine Learning.
This is a fully online, self-paced course, allowing you to learn from anywhere at your convenience.
Study Options:
| Entry Requirment | Registration | Technology Requirment |
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Our Short Course programmes are offered all year round, making enrolling easy and convenient anytime. Complete our online application form, and await a call from one of our friendly Enrolment Consultants. |
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