Menu
close
Apply Now
Contact

Professional Academy Diploma in Data Analytics using Python Course

Awarded By
Dorset College Dublin
Duration
11 Weeks
Timetable
Wednesday: 18.30-21.30 pm
Start Date
09/10/24 - 18/12/24
Delivery
100% Live Online Classes
Fees
€990.00 - 10% Discount = €890
Deposit: €150.00

Live Online Professional Academy Diploma in Data Analytics using Python Course Dorset College Dublin - Course Fee: €990.00 Less SPECIAL OFFER 10% Discount €890.00 - Instalment Payment Plan Is Available - Apply Online!

How does this Data Analytics Course benefit your career:

This career transforming live online Diploma In Data Analytics Course equips you with the knowledge and in-demand skills to analyse, interpret, and leverage data for informed decision-making. Due to the emergence of advanced technologies leading to exponential data growth, businesses and organisations now have unique opportunities to gain valuable insights, enhance decision-making processes, and drive innovation and growth including industry best practices. Gain expert knowledge and highly sought after skills to extract trends, patterns, and actionable insights from data. Optimise resources, improve operations, and elevate your organization to the next level with data driven decisions and best practices.  Our online Diploma in Data Analytics with Python course offers comprehensive and in-depth training in data analytics, tailored for individuals aiming to pursue careers across diverse industries.

Upon successful completion of this course, learners will be able to:

  • Understand the basics of Data Analysis.
  • Data collection and data understanding.
  • Prepare data for analysis.
  • Apply data analysis tools and techniques.
  • Apply descriptive statistics.
  • Create effective data visualizations.
  • Perform exploratory data analysis (EDA).
  • Conduct hypothesis testing.
  • Apply advanced analysis techniques I.&11
  • Conduct regression analysis.
  • Understand and apply classification techniques.
  • Refine business operations using data.

What learning experience will this course offer you:

Live online expert led Data Analytics training - On the Data Analytics Course you will learn core Data Analysis tools, techniques and technologies from industry-experienced professionals and tap into the expanding field of Data Analytics . This comprehensive program provides the platform for you to acquire and develop the highly sought after skills, tools, and processes needed to become a successful Data Analytics Professional.

Data Analytics Course Modules are as follows:

Introduction to Data Analysis & Data Cleaning

Week 1: Introduction to Data Analysis

  • The Data Analytics Process
  • Types of Data
  • Data Ethics and Biases
  • Introduction to Data Analysis Tools (Python)

Week 2: Data Preparation

  • Data Cleaning
  • Data Transformation
  • Data Exploration
  • Data Wrangling Techniques

Descriptive Statistics & Data Visualization

Week 3: Descriptive Statistics

  • Measures of Central Tendency
  • Measures of Spread
  • Distributions
  • Interpreting Descriptive Statistics

Week 4: Data Visualization

  • Principles of Effective Visualization
  • Types of Charts
  • Choosing the Right Visualization
  • Data Visualization Tools

Exploratory Data Analysis & Hypothesis Testing

Week 5: Exploratory Data Analysis (EDA)

  • Identifying Relationships and Patterns
  • Correlation and Covariance
  • Feature Selection and Importance
  • Outlier Detection

Week 6: Introduction to Hypothesis Testing

  • Hypothesis Formulation
  • Statistical Significance and p-values
  • T-tests
  • Chi-Squared Tests

Advanced Analysis Techniques & Regression Analysis

Week 7: Advanced Analysis Techniques 1

  • ANOVA and Non-parametric Tests
  • Introduction to Time Series Analysis
  • K-means Clustering

Week 8: Regression Analysis

  • Simple Linear Regression
  • Multiple Linear Regression
  • Model Evaluation
  • Assumptions of Regression

Classification, Advanced Analysis Techniques II & Communicating Results

Week 9: Introduction to Classification

  • Classification Concepts
  • Logistic Regression
  • Decision Trees
  • Model Evaluation

Week 10: Advanced Analysis Techniques II

  • Principal Component Analysis (PCA)
  • Support Vector Machines (SVMs)
  • Decision Trees (continued)
  • Random Forests

Week 11: Communicating Results & Next Steps

  • Creating Data-Driven Reports
  • Storytelling with Data
  • Addressing Ethical Considerations
  • Future Learning in Data Analysis

Live Online Classes:

Data Analytics Classes at Dorset College Dublin are now 100% Online: You can now up-skill or re-skill from the comfort of your own home with expert led industry experienced lecturers who will provide you with inspirational lectures and all support materials you need to achieve your goals.

Aims & Objectives

The aims are to equip our Data analytics courses learners with essential skills for the entire data analysis process, from problem formulation to data collection, cleaning, analysis, visualization, and interpretation. Learners develop critical thinking and problem-solving abilities to apply data-driven solutions across various fields. The course emphasizes effective communication, enabling clear presentation of insights to technical and non-technical audiences through compelling visualizations and reports.

Career Opportunities

Employers in the IT Industry demand continuous professional development from candidates that shows they are willing to expand their portfolio of qualifications in an ever evolving industry.  Taking a data science with Python course opens numerous career opportunities, including roles as a data analyst, business analyst, data scientist, or machine learning engineer. The course equips you with in-demand skills like problem-solving, programming, statistical analysis, and data communication. These skills are applicable across various industries such as finance, marketing, and healthcare, making it a versatile and valuable qualification for advancing your career.  Python is among the most sought-after skills by employers. Data Analyst entry level positions start at €35,000 per year while more experienced developers make up to €56,000 per year.

Assessment & Award

Assessment is continuous throughout the programme and consists of a personal project, & assignments.

  • A project (100%) designed to showcase your ability to use Data Analytics with Python.

Upon successful completion of the Data Analytics Course, you will receive Data Analytics:

  • A Diploma In Data Analytics Course Using Python from Dorset College Dublin

Learning Outcomes

By the end, students will identify different data types, select appropriate analysis techniques, perform exploratory data analysis, create visualizations, conduct hypothesis testing, and apply these skills to real-world data.

  • Mastering data science involves understanding different data types (quantitative, qualitative, structured, unstructured), identifying relevant data sources, and evaluating data quality for biases.
  • Data preparation skills include cleaning, transforming, and structuring data for analysis.
  • Exploratory analysis covers calculating descriptive statistics and creating visualizations (histograms, scatterplots, box plots) to explore data distributions and relationships.
  • Hypothesis testing involves formulating and testing hypotheses, conducting basic statistical tests (t-tests, correlation analysis), and interpreting results.
  • Effective communication skills are essential for selecting appropriate visualizations, explaining analysis results to non-technical audiences, and creating concise, informative reports.

Payment Plan

To secure a place on this course a non-refundable deposit of €150 applies. A discount of 10% applies to this course if deposit paid before 1 June 2024.

Course Fee: €990.00 - Pay deposit before 1st June and get a 10% Discount = Fee: €890.00

Deposit €150.00 Secures your place on the course

1st Instalment: 01/10/24  €370.00
2nd Instalment: 12/11/24 €370.00

Related Courses

APPLY NOW
Top