AI Mastery Certificate

Course curriculum for the curious

Basic
Combo
Advance
Premium

Introduction to Artificial Intelligence

15 hrs Fundamentals of AI

Introduction to Artificial Intelligence

Definition and Scope of AI
Historical Overview
AI Applications in Everyday Life

Basic Concepts in AI

Machine Learning vs. Traditional Programming
Supervised, Unsupervised, and Reinforcement Learning
Neural Networks and Deep Learning Basics

15 hrs Machine Learning Essentials

Introduction to Machine Learning

Types of Machine Learning Algorithms
Training and Testing Data

Regression and Classification Algorithms

Linear Regression
Logistic Regression
Decision Trees

Model Evaluation and Validation

Cross-Validation Techniques
Performance Metrics (Accuracy, Precision, Recall)

Introduction to Artificial Intelligence + Interview Preparation

15 hrs Advanced Machine Learning

Ensemble Learning Technique

Bagging and Boosting
Random Forests

Dimensionality Reduction

Principal Component Analysis (PCA)
t-Distributed Stochastic Neighbor Embedding (t-SNE)

15 hrs Deep Learning and Neural Networks

Convolutional Neural Networks (CNNs)

CNN Architecture
Image Classification with CNNs

Recurrent Neural Networks (RNNs)

Sequence Modeling
Applications of RNNs (e.g., Natural Language Processing)

15 hrs AI in Practice

Case Studies in AI Application

Healthcare
Finance
Autonomous Vehicles

Cutting-edge AI Research

15 hrs Advanced Deep Learning

Generative Adversarial Networks (GANs)

GAN Architecture
Image Generation with GANs

Reinforcement Learning

Markov Decision Processes (MDPs)
Q-Learning and Policy Gradient Methods

15 hrs Natural Language Processing (NLP)

Text Preprocessing and Tokenization

Stopword Removal
Stemming and Lemmatization

Named Entity Recognition and Sentiment Analysis

Entity Extraction
Sentiment Classification Techniques

Combo + Advance + Placement Assistance Program

15 hrs AI Strategy and Ethics

Developing AI Strategy for Organizations

AI Adoption Roadmap
Ethical Considerations in AI Development

Regulatory and Legal Issues in AI

Data Privacy and Protection
Intellectual Property Rights in AI

15 hrs AI Innovation and Entrepreneurship

Identifying Opportunities for AI Innovation

Market Analysis and Trends
Startup Ecosystem for AI Ventures

Funding and Investment in AI Startups

Venture Capital and Angel Investors
Pitching AI Projects to Investors

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Frequently Asked Questions

What is the advantage of Eduglar's '3-Stage-Learning-Model'?: Eduglar's '3-Stage-Learning-Model' provides a structured pathway for learners, offering comprehensive skill development from foundational concepts to mastery level. It allows for personalized learning, adapts to individual needs, and fosters holistic skill enhancement.
How can I clarify my queries and uncertainties?: First thing we have live classes setup, still in doubt you can easily resolve your doubts by reaching out to our dedicated support team. Whether it's through live during the class, chat, email, or phone, we're here to assist you every step of the way.
Which subscription plan suits me better: Basic or Premium?: Choosing between the Basic and Premium plans depends on your specific learning goals and preferences. The Basic plan offers a comprehensive package with additional features, while the Premium plan provides a more streamlined experience. Consider your requirements and select the plan that aligns best with your needs.
Where will the classes take place, and what are the course timings?: Our classes are conducted online, providing flexibility and accessibility to learners worldwide. Course timings vary based on your chosen program, and we offer flexible scheduling options to accommodate diverse schedules and time zones.
I've previously completed an Eduglar course. Are there any benefits or discounts available for alumni?: Yes, we offer exclusive discounts and benefits for our alumni community. Reach out to our alumni support team to learn more about available offers and how you can avail them.
How do Industry Experts enhance my learning experience?: Industry Experts bring real-world experience and insights into the classroom, providing invaluable knowledge and perspectives that enrich your learning journey. Their practical expertise ensures that you receive up-to-date and relevant information, preparing you for success in the professional realm.
Is a background in computer science necessary to enroll in this course?: While we cannot guarantee internship or job placements, we provide comprehensive support and resources to enhance your employability. Our career services team offers guidance, networking opportunities, and interview preparation to maximize your chances of securing internships or jobs in your desired field.
Can I expect guaranteed internship or job placements after completing the course?: Eduglar alumni have been successfully hired by leading companies across various industries, including tech giants, startups, and multinational corporations. Our extensive network of hiring partners provides diverse opportunities for our graduates.
Which renowned companies recruit graduates from Eduglar?: Absolutely! Our flexible learning model allows you to balance your coursework with other commitments, including college studies or professional obligations. You can customize your learning schedule to fit your individual needs and priorities.
Can I pursue this program alongside my college studies?: Yes, we offer EMI payment options to make our courses more accessible and affordable for our learners. Please contact our billing department for further assistance regarding EMI plans and eligibility criteria.
Is EMI payment option available for course fees?: We understand your concerns and offer flexible options to accommodate your schedule. You can discuss your situation with our academic advisors to determine the best course of action, whether it's delaying enrollment or adjusting your learning pace to manage your workload effectively.
I'm facing upcoming exams and work commitments. Should I enroll in the course now?: If you're experiencing difficulties accessing course content after completion, please contact our technical support team immediately. We'll promptly address the issue and ensure you have full access to all relevant materials.
I've completed my course, but I'm unable to access certain content. What should I do?: Our alumni have achieved remarkable success in their respective fields, securing prominent positions in top companies and making significant contributions to the industry. Their achievements serve as a testament to the quality of education and support provided by Eduglar.
How successful are Eduglar alumni in their careers?: Our courses are conducted in bilingual language (Hindi & English), ensuring accessibility to a global audience. However, we may offer courses in additional languages based on demand and availability.
In which language are the courses delivered?: Eduglar alumni are employed in diverse sectors and organizations worldwide, ranging from tech startups to Fortune 500 companies. Our extensive network of hiring partners and career services support facilitates opportunities across various industries and domains.
Where do graduates of Eduglar typically find employment?: The number of domain expert sessions and mock interviews may vary depending on the specific course and program structure. However, we strive to provide ample opportunities for practical skill development and interview preparation throughout your learning journey.
How many domain expert sessions and mock interviews are included in the course?: Upon completing the course, you'll be equipped with the skills and knowledge necessary to pursue a wide range of technical roles, including software development, data analysis, cybersecurity, and more. Your eligibility for specific roles will depend on your chosen specialization and individual capabilities.
What technical roles can I pursue after completing the course?: In our program, we provide live classes for 2 hours each day, conducted over 6 days in a week.
How many hours of live classes are provided each day, and how many days per week are they conducted in your program?: We offer a variety of courses in computer science, including programming languages such as Python, Java, and C++, web development covering HTML, CSS, JavaScript, and frameworks like React and Angular, database management with SQL and NoSQL databases, networking fundamentals, cybersecurity, and more. You can find detailed information about each course on our Courses page.
What courses do you offer?: The eligibility criteria vary depending on the course. Generally, we welcome students from all backgrounds, but some courses may have prerequisites or recommended knowledge levels. You can check the specific requirements on the course description page.
What are the eligibility criteria for your courses?: To enroll in a course, you can visit our Enrollment page and follow the instructions provided. If you have any questions or need assistance, feel free to contact us.
How can I enroll in a course?: Yes, we offer both in-person and online courses to accommodate various learning preferences and schedules. Our online courses provide the same high-quality instruction and resources as our in-person classes.
Do you offer online courses?: Yes, upon successful completion of a course, you will receive a certification from our institute. Our certificates are recognized in the industry and can be a valuable addition to your resume.
Can I get a certification upon completion of a course?: Yes, we offer job placement assistance to our students. Our career services team provides support with resume building, interview preparation, and connecting students with potential employers in the industry.
Are there any job placement services available after completing a course?: Our instructors are highly qualified professionals with extensive experience in their respective fields. They are passionate about teaching and dedicated to helping students succeed in their learning journey.
What are the qualifications of your instructors?: Yes, we offer financial aid and scholarship opportunities for eligible students. Please contact our admissions office for more information on the application process and eligibility criteria.
Is financial aid or scholarship available for students?: Yes, we offer financial aid and scholarship opportunities for eligible students. Please contact our admissions office for more information on the application process and eligibility criteria.