Artificial Intelligence and Machine Learning Course

Master Python, Pandas, NumPy, and Tableau tools in 3.5 months

Learn ML, NLP, and Deep Learning techniques

Work on 5+ industry use cases and a capstone project

Access CareerHub for interviews and resumes

Gain lifetime access to classes and CareerHub for job readiness

4.9/5

6856 Enrolled

Overview

What you will acquire from our training:

Learn from Middle East experts with over a decade of experience in the tech field
Apply real-world use cases to understand AI technologies
Analyse data statistically, using Python libraries like NumPy and Pandas
Use MatPlotLib to visualise datasets effectively
Build and implement Machine Learning models
Get conceptual knowledge on CNN & RNN using NLP and Deep Learning Models
Utilise Tableau for geographical and customer insights & product and trend analysis
Identify business problems and suggest data-driven solutions

Learning Objectives

Upon finishing the training, you will:

Learn about the roles and responsibilities of Data Scientists and AI Engineers

Gain knowledge of tools and technologies like Python Libraries and ML Models

Solve real-world industry scenarios through prediction models

Utilise AI tools to gain insights and perform optimisation

Solve real-time business problems with data-driven analysis

Strengthen professional portfolio with 5+ use cases and a capstone project

Earn Learners Point and KHDA certifications

Ready to get started?

Overall ratings by our students

Upcoming sessions

Our Trainers

Learners Point has a reputation for high-quality training that makes a difference in people's lives. We undertake a practical and innovative approach to working closely with businesses to improve their workforce. Our expertise is wide-ranging with ample support from our expert trainers who are globally recognized and hold a diverse set of experiences in their field of expertise. We are proud of our instructors who take ownership of our distinctive and comprehensive training methodologies, help our students imbibe those with ease, and accomplish gracefully.

We at Learners Point believe in encouraging our students to embark upon a journey of lifelong learning and self-development, with the aid of our comprehensive and distinctive courses tailored to current market trends. The manifestation of our career-oriented approach is what we assure through a pleasant professional enriched environment with cutting-edge technology, and an outstanding while highly acknowledged training staff that uses up-to-date methodologies and quality course material. With our aim to mold professionals to be future leaders, our industry expert trainers provide the best in town mentorship to our students while endowing them with the thirst for knowledge and inspiring them to strive for professional and human excellence.

KHDA Certificate

Earn a KHDA attested Course Certificate. The Knowledge and Human Development Authority (KHDA) is the educational quality assurance and regulatory authority of the Government of Dubai, United Arab Emirates.

Learners Point Certificate

Earn a Course Completion Certificate, an official Learners Point credential that confirms that you have successfully completed a course with us.

Related courses

Curriculum

Theory & Logical Approach

Evolution of AI: From rule-based systems to deep learning
Difference between AI, ML, Deep Learning, and Data Science
Business applications across industries (Finance, Healthcare, Retail, Manufacturing, HR)
AI/ML project lifecycle and stakeholder management
Ethical considerations and responsible AI

Theory & Logical Approach

Understanding structured vs. unstructured data
Data quality: The GIGO principle (Garbage In, Garbage Out)
Data collection, cleaning, and preprocessing fundamentals
Feature engineering basics
Data privacy regulations (GDPR, data sovereignty)

Theory & Logical Approach

Types of ML: Supervised, Unsupervised, Reinforcement Learning
Common algorithms: Linear Regression, Decision Trees, Random Forest, K-means Clustering
Model training, testing, and validation
Overfitting vs. Underfitting

Theory & Logical Approach

Introduction to Neural Networks and deep learning
Convolutional Neural Networks (CNNs) for image recognition
Recurrent Neural Networks (RNNs) for sequence data
Natural Language Processing (NLP) basics
Transfer learning and pre-trained models

Theory & Logical Approach

Understanding Generative AI: GANs, Transformers, Diffusion Models
Large Language Models (LLMs): GPT, BERT, Claude architecture overview
Prompt engineering fundamentals
Retrieval Augmented Generation (RAG)
Business applications: Content creation, code generation, customer service

Theory & Logical Approach

ML project management: From POC to production
MLOps: Continuous integration and deployment for ML
Model monitoring and maintenance
A/B testing and experimentation
Building AI teams: Roles and responsibilities
Change management for AI adoption

Theory & Logical Approach

AI in Finance: Risk assessment, algorithmic trading, fraud detection
AI in Healthcare: Diagnosis, drug discovery, patient care
AI in Manufacturing: Quality control, supply chain, predictive maintenance
AI in Retail/E-commerce: Personalization, inventory, demand forecasting
AI in HR: Recruitment, employee engagement, performance prediction
Calculating AI ROI and business impact metrics

Group Project Presentations

Each participant/team presents their domain-specific project
Consolidated Project components:

Problem statement and business context
Data strategy and sources
Proposed ML approach and justification
Implementation roadmap
Expected ROI and success metrics
Risk mitigation plan

Peer and instructor feedback
Best project awards

Theory & Logical Approach

Emerging trends: Quantum ML, Edge AI, Federated Learning
AI regulation and governance landscape
Building a personal AI learning roadmap
Resources for continued learning

Frequently asked questions

The Artificial Intelligence and Machine Learning Course is designed to help you to understand, develop and apply AI and ML technologies in real-world cases. Our course covers the basics of AI and machine learning, which includes algorithms, data analysis, time series analysis, neural networks and deep learning models.

This training program has no eligibility criteria as you learn all the concepts from scratch. Whether you are an experienced IT Professional or a beginner aspiring to enter the world of AI, this program is designed to prepare you for industry roles. A practical approach will be followed during the training to ensure optimum learning outcomes.

Our Artificial Intelligence and Machine Learning certification covers several key concepts that connects theory and practical application. Some of core concepts of AI included are as follows:

AI System design principles
Neural networks and Deep learning
Natural Language Processing (NLP)
Computer Vision
Knowledge representation and reasoning
Ethics and responsible AI engineering
AI in real-world applications

There are numerous skills one will learn from this Artificial Intelligence & ML Course to become a Professional Data Scientist. These skills are as follows:

Skills and practical exposure to tools and technologies like Python, and Python Libraries like NumPy, Pandas, MatPlotLib, and Seaborn are required for Data Scientist roles
Proficiency in data extraction, segregation, cleaning, and visualisation is crucial
Build your portfolio with use cases and projects, which are deciding factors for interviewers in the selection process of candidate
You will work on 5+ Use Cases and 1 Capstone Project in the Artificial Intelligence and Machine Learning Course

After completing the program, an individual can get various lucrative job offers. They become well prepared to stay competitive in the field of AI and machine learning. Some of them are listed below:

1. Data Scientist
2. Data Engineer
3. ML Engineer
4. AI Research Scientist
5. AI Product Manager
6. Computer Vision (CV) Specialist
7. Business Intelligence Developer
8. Data Analyst

There are several top companies looking for AI professionals for their organisations in the UAE and the GCC Countries. These companies highly consider our AI and ML training certified candidates. They are as follows:

1. Proztec
2. Emirates National Oil Company
3. Biotech Middle East
4. Career Maker Bahrain
5. Weill Cornell Medicine
6. Starlink ME Qatar
7. Michael Page
8. Amazon
9. Microsoft

Yes, our AI and ML Course is available in locations across the GCC regions. We offer comprehensive instruction and training globally, which helps students to gain this important certification.

During our Artificial Intelligence and Machine Learning training, you will gain practical experience with widely-used Machine Learning tools and libraries. The curriculum utilises Scikit-learn, TensorFlow, Keras, and Pandas as the core tools for data manipulation and model development.

At Learners Point, a learner’s satisfaction with the training and confidence after the training is of utmost importance. We provide lifetime access to the sessions for you. You can attend multiple batches of the program till you are confident about all the concepts.

No, the lifetime access to the program has got you covered. You can attend multiple sessions without any extra expense.

Yes! You can enrol with us by availing easy instalment options with Tabby or Tamara. We also provide No-Cost EMI options with certain Credit Cards. Talk to our advisors for accurate information.

Learners Point Academy stands out as the ultimate destination for mastering Artificial Intelligence and Machine Learning. Offering an immersive, hands-on learning experience that bridges the gap between theoretical concepts and real-world tech demands, here is why Learners Point is the best provider in the market to accelerate your AI career:

Expert-Led Instruction: You learn directly from Middle East industry professionals with over a decade of experience in the tech sector, ensuring you gain insights into practical, real-world business scenarios.
Comprehensive, Tools-Driven Curriculum: In just 3.5 months, the training takes you from the fundamentals to advanced concepts, helping you master top tools and technologies like Python, Pandas, NumPy, Tableau, Scikit-learn, and TensorFlow to build and deploy Deep Learning and NLP models.
Hands-On Portfolio Building: The course emphasizes project-based learning, allowing you to work on 5+ industry-specific use cases and a comprehensive capstone project to strongly demonstrate your capabilities to future employers.
Globally Recognized & KHDA-Approved: Validating your newly acquired skills, the academy provides a prestigious, globally recognized certification alongside an official KHDA-attested certificate that boosts your credibility in the international job market.
Lifetime Access & Maximum Flexibility: Learners Point offers incredible flexibility with online and classroom options, plus lifetime access to live classes, allowing you to attend multiple batches until you are fully confident in your skills.
Dedicated CareerHub Support: The academy ensures you are job-ready by granting access to the CareerHub, which provides dedicated placement assistance, AI-powered mock interviews, resume-building support, and access to over 30,000 jobs.
Proven Excellence: Backed by an exceptional 4.9/5 student rating and over 6,800 successful enrollments, Learners Point has a proven track record of transforming absolute beginners into highly sought-after Data Scientists and ML Engineers.