Data Analytics Sharjah

Course details

Course Overview:

Step into the world of Data Analytics with the all-inclusive course offered by Aptech Computer Training, available at our Dubai & Sharjah branches. This comprehensive program is designed to equip learners with essential skills in Data Analysis, Data Wrangling, Data Visualization, Machine Learning, SQL, Python, and Power BI. Gain expertise in building predictive models, performing statistical analysis, and visualizing data insights using the most powerful tools and techniques in the industry.

This course offers hands-on training with real-world projects to provide participants with practical knowledge of Data Mining, Predictive Modeling, Data Visualization, SQL/NoSQL Databases, and Machine Learning. With a structured approach to mastering Data Analytics, learners will be able to transform raw data into meaningful insights and drive informed decision-making.

At the end of this course, participants will be awarded a KHDA-certified certificate, enhancing their credentials and boosting their career prospects.

Who Can Enroll?

• Aspiring Data Analysts.
• Business Professionals.
• Data Enthusiasts.
• Anyone looking to pursue a career in Data Analytics.

Course Outcomes:

1. Proficiency in data analysis using Excel, Python, and Power BI.
2. Capability to build predictive models and visualize data insights.
3. Expertise in SQL/NoSQL databases for managing data.
4. Skills in Machine Learning for advanced analytics.
5. Hands-on experience with real-world datasets.

Course Outline:

1. Data Analysis Fundamentals:

• Introduction to Data Science
• Create and Modify Tables
• Sort and Filter Data

2. Visualizing Data with Excel:

• Charts & Visualizations
• Chart Formatting
• Best Practices in Chart Design

3. Analyzing Data with Formulas & Functions:

• Formulas & Named Ranges
• Data Validation, Forms & Controls
• Conditional Visualizations

4. Analyzing Data with PivotTables:

• Creating PivotTables
• Analyzing PivotTable Data

5. Presenting Visual Insights with Dashboards:

• PivotCharts & Slicers
• Dashboard Creation in Excel

6. Geospatial Visualizations with Excel:

• Map Charts
• Customizing Maps

7. Getting & Transforming Data:

• Data Queries
• Data Cleaning & Transformation

8. Revisiting Python & Anaconda Setup:

• Anaconda Jupyter Setup
• Python Basics (Data Types, Functions, Modules, Lists, Tuples, Dictionaries)

9. Analysis Using Python:

• Working with Numpy
• Financial Analysis (scikit-learn, QuantLib, SciPy)

10. Data Visualization with Python:

• Libraries: Matplotlib, Seaborn, Plotly
• Graphs & Charts (Pie, Histogram, Boxplot, Bar Charts, etc.)

11. Data Analytics Using Power BI:

• Dashboard Preparation
• Pandas DataFrames & Data Cleaning
• Data Visualization & Publishing Reports

12. Presto:

• Writing Queries on Large Datasets
• Data Transformation

13. Data Wrangling with SQL/NoSQL:

• SQL Functions, Views, Procedures
• NoSQL Schema with Firebase
• Firebase Migration with Python

14. KNIME:

• Data Processing & Automation
• Webscraping & Feature Selection
• Hyperparameter Optimization

15. Predictive Modeling:

• Multiple Linear Regression
• Logistic Regression
• Linear Discriminant Analysis

16. Time-Series Forecasting:

• Correlation & Forecasting
• Autoregressive Models

17. Statistics & Machine Learning Using Python:

• Advanced Statistics (ANOVA, Regression Analysis)
• Data Mining (Supervised & Unsupervised Learning, Clustering, Decision Trees, Neural Networks)

Career Opportunities:

• Data Analyst
• Business Intelligence Analyst
• Data Scientist
• Data Engineer
• Machine Learning Specialist

Why Choose Us?

1. Expert Instructors: Learn from professionals with practical knowledge in data analysis.
2. Hands-On Training: Practical projects to reinforce your skills.
3. KHDA-Certified Certificate: A valuable credential to enhance your career opportunities.
4. Comprehensive Curriculum: Covering all essential tools and techniques for data analysis.
5. Flexible Learning Options: Available both online and offline. Updated on 19 March, 2025