Be an expert in handling and analyzing big and complex data collections

Mode of Study

Online

Program Duration

3-4 Months

Certification courses in Data Science are an ideal way to demonstrate your competency in essential career-related abilities to potential employers. ASTI's Online Data Science Courses in Dubai can help you get certified while boosting your data science skills, which are in high demand among companies and organizations.

How Can Data Science Certifications Boost Your Career?

By enrolling in a Data science training program you will learn how to represent, maintain, and process large data sets utilizing innovative techniques and methodologies, as well as modern methods and tools for visual exploration. The course's core modules teach the fundamental skills of a data scientist, such as using machine learning, managing big data sets, and creating compelling visualizations. The obtained skills will be useful for business applications, industrial applications, and scientific data investigation.

Course Objective

Data science soon will be a must-have profession for every company looking to fully capitalize on the data it collects. There will be an expanding need for people who have the required skills in mathematics, statistics, computer science, business expertise, and the ability to apply developing technology to practical problems.

Expertise in

data-analysis

Course Modules

PYTHON
  • Introduction to programming
  • Data types, Operators, Conditional statements
  • Loops, Functions, Recursion, lambdas, List Comprehensions
  • Classes and Objects, Exception Handling, Modules, Packages
  • String handling, Manipulations
  • Numpy, Pandas, Matplotlib and Seaborn
  • Project Work with Assessments
MATHS / STATS
  • Linear Algebra
  • Calculus
  • Probability
  • Discrete Mathematics
  • Descriptive and Inferential statistics
  • Central Limit Theorem
  • Multivariate and regression analysis
  • Experimental Design
  • Time Series Analysis
ML / DL / NLP
  • Supervised, Unsupervised Learning
  • Algorithms, Mathematical Intuition
  • Perceptron, ANN, CNN, RNN
  • LSTM, GRU’s, Transformer Model
  • Feature Engineering
  • Data Transformation
  • Model Deployment
  • Cloud Services
  • Generative AI models
PROJECTS
  • Cancer Patient Detection using Machine Learning
  • US Cost of Living Prediction
  • Multi Disease Classification
  • Image Detection
  • Facial Recognition
  • Object Detection
  • Sentiment Analyzer
  • Advanced Chatbots
  • Transformer Projects
  • Multi-purpose LLMs
POWERBI / EXCEL
  • Data Cleaning
  • Data PreProcessing
  • Data Visualization
  • Data Modeling
  • DAX (Data Analysis Expressions)
  • Power Query
  • PivotTables
  • Advanced Charting
  • Data Validation
  • Dashboard Design
SQL (DBMS)
  • Database Management System
  • RDBMS and Non-RDBMS
  • MySQL, NoSQL, PostGreySQL
  • DDL
  • DML
  • DQL
  • DCL
  • Schema
  • Joins, Nested Joins
  • SQL Query Optimisation

Program Specification

Duration Class Duration Key Features
3-4 Months 1.5 HRS. (Mon-Sat)
  • Real time use cases and projects included.
  • Assured Job and Internship Opportunities
  • Training material with Exercises.
  • Assignments and Quizzes.

Learning outcomes

    Data Manipulation and Cleaning:
  • Mastering techniques to handle missing values, outliers, and inconsistencies.
  • Proficiency in data cleaning and preprocessing using tools like Python (Pandas, NumPy) and R.
    Data Exploration and Visualization:
  • Understanding data distribution, relationships, and trends.
  • Creating effective visualizations using libraries like Matplotlib, Seaborn, and Plotly.
    Statistical Analysis:
  • Applying statistical methods to draw meaningful insights from data.
  • Using statistical software like SPSS or R for hypothesis testing, correlation analysis, and regression analysis.
    Machine Learning:
  • Building predictive models using algorithms like linear regression, decision trees, random forests, and support vector machines.
  • Implementing machine learning algorithms using Python libraries like Scikit-learn.
    Deep Learning:
  • Perform financial forecasting using advanced analytical methods.
  • Use data visualization to present financial insights to stakeholders.
    Big Data Technologies:
  • Working with large datasets using tools like Hadoop, Spark, and Apache Flink.
  • Leveraging cloud platforms like AWS, Azure, and GCP for scalable data processing.

High Paying Salaries

Most Demanding Technology

Versatile Applications

Also Includes

  • Doubt Clearing Sessions
  • Mentorship Sessions
  • Real Time Projects
  • Full Day Practice Labs
  • Industry Expert Guest Lectures
  • Internship & Job Opportunities

Why Choose ASTI Dubai for the Data Science with AI Course?

Experienced Faculty

Learn from data science experts with experience.

Industry Partnerships

Stay ahead with a syllabus designed in collaboration with leading data science professionals.

Global Opportunities

Leverage Dubai’s position as a tech hub for networking and internships.

Supportive Learning Environment

A conducive atmosphere for academic and personal growth.

Frequently Asked Questions

What is the duration of the data science certification program in UAE?

Most data science certification programs last 4 months, and it's completely online and the aspirants can study.

Do I need prior experience to enroll in the program?

No prior experience is required. The program typically offers beginner-friendly modules, although familiarity with mathematics, statistics, or basic programming is advantageous.

What tools and technologies will I learn during the program?

Students will gain hands-on experience with tools and technologies such as Python, R, SQL, Tableau, Power BI, Hadoop, TensorFlow, and Spark, along with exposure to machine learning frameworks.

Are the certifications globally recognized?

Yes, most programs in the UAE provide certifications that are internationally recognized and qualify aspirants to work in global markets. Ensure the program you choose is accredited by reputable organizations.

What career opportunities are available after completing the certification?

Graduates can pursue roles like Data Scientist, Machine Learning Engineer, AI Specialist, Business Analyst, and Data Engineer across industries such as finance, healthcare, and technology.

What is the demand for data science professionals in the UAE?

The UAE is a growing hub for technology and innovation, creating a high demand for skilled data science professionals in industries like fintech, e-commerce, healthcare, and logistics.

What kind of support is provided for job placements?

Many institutions offer career support services, including resume building, mock interviews, and networking opportunities with local and international companies, to help students secure rewarding roles post-graduation.

What are the 4 reasons to study Data Analysis Course?

High Demand

Data science is one of the fastest-growing fields, with global demand for skilled professionals outpacing supply.

Lucrative Career Paths

Professionals in data science get competitive salaries and diverse career opportunities across industries.

Global Impact

Data science skills are acceptable across industries and places.

Continuous Learning

The field of data science is constantly evolving, offering opportunities for lifelong learning.

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