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The [course_title] course teaches the essential programming skill that you need to know for manipulating data. The use of Python in organising and managing data in the table and the system of visualising the data will be discussed in the course.
No prior knowledge of programming or Python is required. The course gives the real-data from diverse settings. Powerful examples from the Napoleonic era to the present day will be given to you for understanding the concepts easily.
Assessment
This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification
Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of the assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certificate at a cost of £49.
Having an Official Edukite Certification is a great way to celebrate and share your success. You can:
- Add the certificate to your CV or resume and brighten up your career
- Show it to prove your success
Course Credit: University of California
Course Curriculum
| Module: 01 | |||
| Lec 1.1 Course Overview | 00:02:00 | ||
| Lec 1.2 Why Data Science | 00:04:00 | ||
| Lec 1.3 Programming | 00:02:00 | ||
| Lec 1.4 Demo: Little Women | 00:09:00 | ||
| Lec 1.5 Demo: Visualizations (1) | 00:06:00 | ||
| Lec 1.6 Demo: Visualizations (2) | 00:04:00 | ||
| Introduction to Jupyter Notebooks | 00:06:00 | ||
| Module: 02 | |||
| Lec 2.1 Questions | 00:04:00 | ||
| Lec 2.2 Association | 00:09:00 | ||
| Lec 2.3 Causation | 00:07:00 | ||
| Lec 2.4 Confounding | 00:05:00 | ||
| Module: 03 | |||
| Lec 3.1 Python | 00:07:00 | ||
| Lec 3.2 Names | 00:10:00 | ||
| Lec 3.3 Call Expressions | 00:05:00 | ||
| Lec 3.4 Tables | 00:04:00 | ||
| Lec 3.5 Select | 00:06:00 | ||
| Lec 3.6 Sorting | 00:11:00 | ||
| Lec 3.7 Bar Charts | 00:12:00 | ||
| Module: 04 | |||
| Lec 4.1 Arithmetic | 00:11:00 | ||
| Lec 4.2 Arithmetic Question | 00:03:00 | ||
| Lec 4.3 Exponential Growth | 00:09:00 | ||
| Lec 4.4 Arrays | 00:03:00 | ||
| Lec 4.5 Columns | 00:08:00 | ||
| Module: 05 | |||
| Lec 5.1 Creating Tables | 00:06:00 | ||
| Lec 5.2 Strings | 00:09:00 | ||
| Lec 5.3 String Exercise | 00:01:00 | ||
| Lec 5.4 Exercise Answer | 00:01:00 | ||
| Lec 5.5 Minard’s Map | 00:03:00 | ||
| Lec 5.6 Minard’s Map Code | 00:08:00 | ||
| Lec 5.7 Lists | 00:08:00 | ||
| Lec 5.8 Take | 00:04:00 | ||
| Lec 5.9 Where | 00:11:00 | ||
| Module: 06 | |||
| Lec 6.1 Census | 00:07:00 | ||
| Lec 6.2 Column Arithmetic | 00:03:00 | ||
| Lec 6.3 Accessing Values | 00:06:00 | ||
| Lec 6.4 Males and Females | 00:07:00 | ||
| Module: 07 | |||
| Lec 7.1 Line Graphs | 00:11:00 | ||
| Lec 7.2 Example 1 | 00:04:00 | ||
| Lec 7.3 Scatter Plots | 00:07:00 | ||
| Lec 7.4 Example 2 | 00:06:00 | ||
| Lec 7.5 How to Choose | 00:02:00 | ||
| Lec 7.6 Types of Data | 00:04:00 | ||
| Lec 7.7 Distributions | 00:11:00 | ||
| Lec 7.8 Example 3 | 00:08:00 | ||
| Module: 08 | |||
| Lec 8.1 Area Principle | 00:07:00 | ||
| Lec 8.2 Binning | 00:18:00 | ||
| Lec 8.3 Example 1 | 00:05:00 | ||
| Lec 8.4 Drawing Histograms | 00:13:00 | ||
| Lec 8.5 Density | 00:09:00 | ||
| Lec 8.6 Example 2 | 00:06:00 | ||
| Lec 8.7 Example 3 | 00:05:00 | ||
| Module: 09 | |||
| Lec 9.1 Comparing Histograms | 00:06:00 | ||
| Lec 9.2 Comparing Histograms Discussion | 00:03:00 | ||
| Lec 9.3 Defining Functions | 00:05:00 | ||
| Lec 9.4 Defining Functions Discussion | 00:08:00 | ||
| Lec 9.5 Apply | 00:03:00 | ||
| Lec 9.6 Example Prediction | 00:11:00 | ||
| Module: 10 | |||
| Lec 10.1 One Attribute Group | 00:14:00 | ||
| Lec 10.2 Cross Classification | 00:11:00 | ||
| Lec 10.3 Example 1 | 00:05:00 | ||
| Lec 10.4 Pivot Tables | 00:13:00 | ||
| Lec 10.5 Example 2 | 00:05:00 | ||
| Lec 10.6 Comparing Distributions | 00:12:00 | ||
| Module: 11 | |||
| Lec 11.1 Joins | 00:10:00 | ||
| Lec 11.2 Bikes | 00:10:00 | ||
| Lec 11.3 Shortest Trips | 00:05:00 | ||
| Lec 11.4 Maps | 00:09:00 | ||
| Module: 12 | |||
| Lec 12.1 Table Method Review | 00:07:00 | ||
| Lec 12.2 Discussion Question | 00:06:00 | ||
| Lec 12.3 Midterm Question | 00:08:00 | ||
| Lec 12.4 Advanced Where | 00:09:00 | ||
| Module: 13 | |||
| Lec 13.1 Comparison | 00:06:00 | ||
| Lec 13.2 Predicates | 00:02:00 | ||
| Lec 13.3 Random Selection | 00:05:00 | ||
| Lec 13.4 Random Selection Discussion | 00:04:00 | ||
| Lec 13.5 Print | 00:03:00 | ||
| Lec 13.6 Control Statements | 00:06:00 | ||
| Lec 13.7 For Statements | 00:10:00 | ||
| Assessment | |||
| Submit Your Assignment | 00:00:00 | ||
| Certification | 00:00:00 | ||
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