Data Science & AI
Artificial Intelligence Course
This comprehensive program is designed to equip you with the knowledge and skills needed to excel in the exciting and rapidly evolving fields of data science and artificial intelligence (AI). Whether you’re a beginner or an experienced professional, this course will help you build a strong foundation and advance your expertise in these cutting-edge domains.
Course Duration: 12 Weeks (One class per week)
Rs 50,000
Rs 39,000
Course Overview:
This comprehensive program is designed to equip you with the knowledge and skills needed to excel in the exciting and rapidly evolving fields of data science and artificial intelligence (AI). Whether you’re a beginner or an experienced professional, this course will help you build a strong foundation and advance your expertise in these cutting-edge domains.
Key Highlights:
Comprehensive Curriculum: This course covers a wide range of topics, from data collection and preprocessing to advanced machine learning, deep learning, and AI ethics, ensuring you gain a well-rounded understanding of the field.
Hands-On Learning: Throughout the course, you will engage in practical exercises and projects, allowing you to apply your knowledge to real-world problems and build a strong portfolio.
Expert Instruction: Learn from industry experts and experienced instructors who are passionate about data science and AI, providing you with valuable insights and guidance.
Flexibility: The course is designed to accommodate various skill levels, making it suitable for both beginners and professionals looking to upskill.
Capstone Project: Apply your knowledge in a real-world context by completing a capstone project, demonstrating your ability to solve complex data science and AI challenges.
Career Development: Receive guidance on resume building, interview preparation, and networking opportunities to help you advance in your data science or AI career.
Ethical Considerations: Explore the ethical aspects of data science and AI, including bias, fairness, and privacy, ensuring you understand the responsible use of technology.
Community and Support: Connect with fellow learners through discussion forums and receive personalized feedback and mentorship to help you succeed.
Course Modules:
Module 1: Introduction to Data Science and AI
- Understanding the Data Science and AI Landscape
- The Role of Data in Decision-Making
- Historical Developments and Real-world Applications
Module 2: Data Collection and Preprocessing
- Data Sources and Collection Methods
- Data Cleaning and Transformation
- Exploratory Data Analysis (EDA)
Module 3: Data Visualization
- Data Visualization Tools and Techniques
- Creating Effective Visualizations
- Storytelling with Data
Module 4: Machine Learning Fundamentals
- Supervised Learning
- Unsupervised Learning
- Evaluation Metrics
Module 5: Deep Learning and Neural Networks
- Introduction to Artificial Neural Networks
- Building and Training Neural Networks
- Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs)
Module 6: Natural Language Processing (NLP)
- Text Data Preprocessing
- NLP Techniques (Tokenization, Sentiment Analysis, Named Entity Recognition)
- Building NLP Models
Module 7: Computer Vision
- Image Processing
- Object Detection
- Image Classification
Module 8: Model Deployment and Productionization
- Model Deployment Strategies
- Cloud-Based Solutions (AWS, Azure, GCP)
- Monitoring and Scaling Models
Module 9: Ethics and Responsible AI
- Ethical Considerations in Data Science and AI
- Bias and Fairness
- Privacy and Security
Module 10: Advanced Topics
- Reinforcement Learning
- Generative Adversarial Networks (GANs)
- Time Series Analysis
Module 11: Capstone Project
- Apply your knowledge to a real-world project
- Receive feedback and guidance from instructors
Module 12: Career Development
- Job Market Trends in Data Science and AI
- Resume Building and Interview Preparation
- Networking and Professional Development
Course Format:
- Weekly live lectures and Q&A sessions
- Hands-on coding exercises and projects
- Peer collaboration through discussions
- Personalized feedback and mentorship
Prerequisites:
- Basic understanding of mathematics and statistics
- Familiarity with programming (Python preferred)
- A curious and analytical mindset
- Stable internet connection
Your Path to AI Begins Here:
Join us on this exciting journey into the world of Data Science and AI. Whether you’re looking to launch a new career or enhance your current one, this course will empower you to tackle real-world challenges and make meaningful contributions to these dynamic fields. Get ready to unlock the full potential of data and artificial intelligence!