Python
Project based assesment
Data Science Pathway
Your Path to Expertise: Unlock success with Data Science skills.
Python course overview
Python is one of the most popular coding languages and is preferred for a wide range of applications. This course takes you from the fundamentals of understanding the language to more advanced programming.
Python is popular with beginners because of the simplicity of the coding language. It will equip you with the skills and proficiency to embark on your career in data analysis, data science, and more.
Study time: 80 hours
Modules breakdown
What you’ll learn
- Introduction to Python
- Variables and Data Types
- Control Flow
- Data Structures
- Lists: Ordered, mutable collections of items
- Tuples: Ordered, immutable collections of items
- Dictionaries: Unordered collections of key-value pairs
- Strings: Working with text data, string methods
- Functions
- Classes and Objects (Introduction to OOP)
- Basic concepts of Object-Oriented Programming
- Defining classes and creating objects (instances)
- Attributes and methods
Python Examination
Data Analyst to Data Scientist course overview
Transitioning from a Data Analyst to a Data Scientist is a logical career progression, as both roles involve working with data and extracting insights. While there are similarities between the two roles, Data Scientists typically have a deeper understanding of statistical modelling, machine learning, and programming, allowing them to develop more advanced solutions and predictive models.
Our Data Analyst to Data Scientist training will provide you with the skills, knowledge and confidence you need to make the transition, opening up new opportunities in your career.
Study time: 120 hours
Modules breakdown
What you’ll learn
- Python for Data Science
- R for Data Science
- Data Wrangling with Python/Pandas
- MongoDB for Data Wrangling
- Streaming Data Architectures
- Scaling Data Architectures
- Raw Data to Insights
- Data Pipeline to Tablea
Data Analyst to Data Scientist Examination
Data Analyst to Data Scientist
4 x 60 minute exams, multiple choice questions.
Microsoft Certified: Azure Data Fundamentals DP-900 course overview
The Microsoft Certified: Azure Data Fundamentals DP-900 certification is an entry-level qualification offered by Microsoft.
Microsoft Azure is utilised globally, enabling companies to build, deploy and test applications. Demonstrate your value to an organisation by becoming familiar with Microsoft Azure and how it can facilitate the success of a business.
Study time: 20 hours
Modules breakdown
What you’ll learn
- Data workloads
- Data analytics
- Relational data workloads
- Relational data management
- Provisioning & configuring relational data services
- Azure SQL querying techniques
- Non-relational data services
- Azure Cosmos DB
- Azure analytics workloads
- Azure data visualisation
- Modern data warehousing
Microsoft Certified: Azure Data Fundamentals DP-900 Examination
Microsoft Certified: Azure Data Fundamentals DP-900
1x 120 minute exam featuring 40-60 multiple-choice questions.
Microsoft Certified: Azure Data Science Associate (DP-100) course overview
The DP-100: Designing and Implementing a Data Science Solution on Azure is designed for professionals who are responsible for implementing data science solutions using Microsoft Azure's machine learning and data analytics services.
This course prepares you for the DP-100 exam which validates your ability to design and implement data science solutions, from developing machine learning models to managing and operationalizing them in the Azure environment.
Microsoft Azure is utilised globally, enabling companies to build, deploy and test applications. Demonstrate your value to an organisation by becoming familiar with Microsoft Azure and how it can facilitate the success of a business.
Study time: 22 hours
Modules breakdown
What you’ll learn
- Machine Learning Solution
- Services and models
- Workspaces, Data Platform Services, and Storage
- Azure storage containers
- Data Stores and Deployment
- Data factory
- Monitoring and Optimization
Microsoft Certified: Azure Data Science Associate (DP-100) Examination
Microsoft Certified: Azure Data Science Associate (DP-100)
1x 100 minute exam featuring 40-60 multiple-choice questions.
Microsoft Certified: Fabric Analytics Engineer Associate (DP-600) course overview
The Microsoft Certified: Fabric Analytics Engineer Associate certification (Exam DP-600: Implementing Analytics Solutions Using Microsoft Fabric) is designed for data professionals who want to leverage Microsoft Fabric to design, implement, and manage enterprise-scale data analytics solutions.
Microsoft Azure is utilised globally, enabling companies to build, deploy and test applications. Demonstrate your value to an organisation by becoming familiar with Microsoft Azure and how it can facilitate the success of a business.
Study time: 22 hours
Modules breakdown
What you’ll learn
- Implementing Analytics Solutions Using Microsoft Fabric
- Introduction to end-to-end analytics using Microsoft Fabric
- Get started with lakehouses in Microsoft Fabric
- Use Apache Spark in Microsoft Fabric
- Work with Delta Lake tables in Microsoft Fabric
- Use Data Factory pipelines in Microsoft Fabric
- Ingest Data with Dataflows Gen2 in Microsoft Fabric
- Get started with data warehouses in Microsoft Fabric
- Understand the key components and design considerations for
- implementation of data warehouses in Microsoft Fabric.
- Get started with Real-Time Intelligence in Microsoft Fabric
- Get started with Data Activator in Microsoft Fabric
- Administer Microsoft Fabric
Microsoft Certified: Fabric Analytics Engineer Associate (DP-600) Examination
Microsoft Certified: Fabric Analytics Engineer Associate (DP-600)
1x 100 minute exam featuring 40-60 multiple-choice questions.
What's included
When you enrol with Learning People, you get so much more than just a course.
- What's included24-7 on-demand platform accessVideo lessons, tutor support, interactive practice labs, and practice examsAward winning StudentCare™ team97% Employment success with Career Services
Accreditors
We make sure we provide our students with the most relevant, industry standard content, which is why this course is made up of material accredited by the following education leaders.
Skillsoft
Founded in 1998, Skillsoft has been at the forefront of e-learning for over two decades. As pioneers in the field, they have consistently set new standards in online education, combining innovation with expertise to create solutions that meet the evolving needs of learners and industries alike. Today, Skillsoft serves a diverse community of over 6,000 customers and 19 million learners worldwide, making them a trusted name in digital learning.
Microsoft
Microsoft Azure, commonly referred to as Azure, is a cloud computing service created by Microsoft for building, testing, deploying, and managing applications and services through Microsoft-managed data centers.
