Edali Preloader
  • Home
  • Advanced Certificate

Advanced Certificate

AI & Data Science

Advanced Certificate

AI & Data Science

Advanced Certificate

  • Program Start Date
    Program Start Date:
    Coming soon
  • EMI Options
    EMI Options:
    Yes
  • Certification:
    Yes
  • Mode
    Mode:
    Live Online
  • Duration
    Duration:
    6 months / 24 weeks
  • Online Sessions
    Online Sessions:
    48 (60-90 min each)
  • Efforts:
    4-6 hours / week
  • Classes
    Classes:
    Weekends / Weekdays
  • Assignments:
    Yes
  • Quizzes:
    Yes
  • Projects
    Projects:
    No

About Program

Curriculum

Duration:  6 Months Program (24 weeks/ 48 sessions of 60-90 minutes each)

Chapters & Topics

Week 1-2: Introduction to Artificial Intelligence

– Course Introduction and Overview
– Types of AI: Narrow vs. General AI
– AI applications in various industries
– Introduction to relevant tools and software, such as Python, Jupyter Notebooks, R and Tableau.

Week 3-4: Machine Learning Fundamentals

– Introduction to Machine Learning
– Types of machine learning: Supervised, Unsupervised, and Reinforcement
– Data preprocessing and feature engineering
– Evaluation metrics for machine learning models

Week 5-6: Introduction to Data Science

– Programming Fundamentals for Data Science
– Maths Fundamentals for Data Science
– Statistics Fundamentals for Data Science
– The importance of AI in Data Science

Week 7-8: Exploratory Data Analysis and Data Science Practices

– Data Cleaning and Quality Assessment
– Data Visualization
– Succeeding as a Data Scientist in Industry
– Critical Thinking Training

Week 9-10: Supervised Learning Algorithms

– Linear & Logistic Regression
– Decision Trees and Random Forests
– Support Vector Machines (SVM)
– Model evaluation and selection

Week 11-12: Unsupervised Learning Algorithms

– K-means Clustering
– Hierarchical Clustering
– Principal Component Analysis (PCA)
– Anomaly detection

Week 13-15: AI Ethics and Responsible AI

– Ethical considerations in AI and data science
– Responsible AI practices, bias detection, and mitigation
– Regulatory and legal aspects of AI and data science
– GDPR and data privacy laws

Week 16-18: Deep Learning Foundations

– Introduction to Neural Networks
– Activation functions
– Backpropagation
– Training neural networks

Week 19-20: Convolutional Neural Networks (CNNs)

– Architecture of CNNs
– Image recognition and classification
– Transfer learning with pre-trained models

Week 21-22: Recurrent Neural Networks (RNNs)

– Understanding RNNs
– Applications of RNNs in NLP
– Text preprocessing and sentiment analysis

Week 23-24: Natural Language Processing (NLP)

– Web Scraping
– Text Pre-processing
– Sentiment Analysis

Assessment, Evaluation & Certification

– Weekly quizzes to gauge comprehension of key concepts
– Practical hands-on assignments
– Thorough evaluation of assignments
– Active engagement in group discussions
– Certification upon program completion

Note: This curriculum is subject to minor modifications based on the class progress and feedback. Each course is designed to incorporate a mix of interactive activities, case studies, role plays, and reflective exercises to cater to the specific needs and developmental milestones of the respective age group.

Other Programs


Foundation Certificate in

AI & Data Science

3 Months Program
  • Program Start Date
    Program Start Date:
    Coming soon
  • EMI Options
    EMI Options:
    Yes
  • Certification:
    Yes
  • Mode
    Mode:
    Live Online
  • Duration
    Duration:
    3 months / 12 weeks
  • Online Sessions
    Online Sessions:
    24 (60-90 min each)
  • Efforts:
    4-6 hours / week
  • Classes
    Classes:
    Weekends / Weekdays
  • Assignments:
    Yes
  • Quizzes:
    Yes
  • Projects
    Projects:
    No
Executive Diploma in

AI & Data Science

12 Months Program
  • Program Start Date
    Program Start Date:
    Coming soon
  • EMI Options
    EMI Options:
    Yes
  • Certification:
    Yes
  • Mode
    Mode:
    Live Online
  • Duration
    Duration:
    12 months / 48 weeks
  • Online Sessions
    Online Sessions:
    96 (60-90 min each)
  • Efforts:
    4-6 hours / week
  • Classes
    Classes:
    Weekends / Weekdays
  • Assignments:
    Yes
  • Quizzes:
    Yes
  • Projects
    Projects:
    Yes

Book A Free Demo


    Download Brochure

    Unlock Your Potential: Download and Begin Your Transformation Today!

    FAQs

    Note: If you have any other questions or concerns not covered in the FAQs, please feel free to contact our support team, and we’ll be happy to assist you!

    Related Programs


    Certificate in

    Personality Development(Pre Nursery - KG)

    6 Months Program
    • Program Start Date
      Program Start Date:
      Coming Soon
    • EMI Options
      EMI Options:
      Yes
    • Certification:
      Yes
    • Mode
      Mode:
      Live Online
    • Duration
      Duration:
      6 months / 24 weeks
    • Online Sessions
      Online Sessions:
      24 (60-90 min each)
    • Efforts:
      3-4 hours per week
    • Classes
      Classes:
      Weekends / Weekdays
    • Assignments:
      Yes
    • Quizzes:
      Yes
    • Projects
      Projects:
      No
    Certificate in

    Personality Development(Pre Nursery - KG)

    12 Months Program
    • Program Start Date
      Program Start Date:
      Coming Soon
    • EMI Options
      EMI Options:
      Yes
    • Certification:
      Yes
    • Mode
      Mode:
      Live Online
    • Duration
      Duration:
      12 months / 48 weeks
    • Online Sessions
      Online Sessions:
      48 (60-90 min each)
    • Efforts:
      3-4 hours per week
    • Classes
      Classes:
      Weekends / Weekdays
    • Assignments:
      Yes
    • Quizzes:
      Yes
    • Projects
      Projects:
      No
    Certificate in

    Personality Development(Pre Nursery - KG)

    3 Months Program
    • Program Start Date
      Program Start Date:
      Coming Soon
    • EMI Options
      EMI Options:
      Yes
    • Certification:
      Yes
    • Mode
      Mode:
      Live Online
    • Duration
      Duration:
      3 months / 12 weeks
    • Online Sessions
      Online Sessions:
      24 (60-90 min each)
    • Efforts:
      3-4 hours per week
    • Classes
      Classes:
      Weekends / Weekdays
    • Assignments:
      Yes
    • Quizzes:
      Yes
    • Projects
      Projects:
      No

    Earn a certificate

    Add this certificate to your resume to demonstrate your skills & increase your chances of getting noticed.

    selected template

    Student Ratings & Reviews

    No Review Yet
    No Review Yet
    Share Course
    Page Link
    Share On Social Media
    6 Months Program
    $43 200.00

    Want to receive push notifications for all major on-site activities?