Data Science and AI Master Program

What is Data Science and AI?

Data Science and AI are related sciences that analyze, evaluate, and use data to gain insights, generate predictions, and automate intelligent decision-making. Data science employs statistical and machine learning to get insights from data, whereas AI creates intelligent systems that can imitate human intellect and do tasks autonomously. Data Science and AI help companies solve complicated challenges, enhance efficiency, and innovate.

Description

Become a master in Data Science and AI with our comprehensive program. Gain expertise in data analysis, machine learning, and AI techniques. Learn to extract insights, build intelligent systems, and solve complex problems. Take your career to new heights with our Data Science and AI Master Program.

SKILLS COVERED

Data analysis and visualization
Machine learning algorithms and techniques
Deep learning and neural networks
Natural language processing
Predictive modelling and forecasting
Data pre-processing and feature engineering
Big data processing and analytics
AI programming languages (Python, R, etc.)
Ethical considerations in data science and AI
Project management and problem-solving in data science and AI.

1. Foundations of Data Science

Introduction to data science and AI
Statistical analysis and probability theory
Data manipulation and visualization

2. Machine Learning Algorithms

Supervised learning algorithms (linear regression, decision trees, support vector machines)
Unsupervised learning algorithms (clustering, dimensionality reduction)
Evaluation and validation techniques

3. Deep Learning and Neural Networks

Basics of artificial neural networks
Deep learning architectures (convolutional neural networks, recurrent neural networks)
Transfer learning and fine-tuning

4. Natural Language Processing

Text pre-processing and feature extraction
Sentiment analysis and text classification
Language modelling and text generation

5. Predictive Modelling and Forecasting

Time series analysis and forecasting
Regression and classification models
Ensemble learning techniques

6. Big Data Processing and Analytics

Hadoop and MapReduce framework
Spark for distributed computing
Handling large-scale datasets and streaming data

7. Data Pre-processing and Feature Engineering

Data cleaning and missing value imputation
Feature scaling and normalization
Feature selection and dimensionality reduction

8. AI Programming Languages and Tools

Python programming for data science and AI
R programming and packages for statistical analysis
TensorFlow, PyTorch, and scikit-learn frameworks

9. Ethical Considerations in Data Science and AI

Privacy and data protection
Bias and fairness in machine learning
Ethical decision-making in AI applications

10. Project Management and Problem-Solving in Data Science and AI

Project planning and scoping
Agile methodologies and collaboration tools
Effective communication and stakeholder management

11. Capstone Project

Real-world data science and AI project
End-to-end project lifecycle, from data exploration to model deployment
Presentation of project findings and recommendations

12. Industry Applications and Case Studies

Application of data science and AI in various industries (healthcare, finance, marketing, etc.)
Case studies showcasing successful implementations
Emerging trends and future directions in data science and AI

13. Career Development and Professional Skills

Resume building and interview preparation
Networking and job search strategies
Continuous learning and staying updated with the latest advancements

Advanced Certification in Data Science and AI Master Program

Certified Data Scientist (CDS) by Data Science Council of America (DASCA)
Microsoft Certified: Azure AI Engineer Associate
Google Cloud Certified - Professional Data Engineer
IBM Data Science Professional Certificate
SAS Certified Data Scientist
Amazon Web Services (AWS) Certified Machine Learning - Specialty
Cloudera Certified Data Scientist
H2O.ai Certified Expert in Machine Learning
NVIDIA Deep Learning Institute (DLI) Certification
Oracle Certified Professional: Data Scientist (OCP-DS).

While prior programming experience can be helpful, it is not a prerequisite for this program. We provide introductory materials and resources to help beginners get started with programming in Python and other relevant languages.

Completing our Data Science and AI Master Program opens up a wide range of career opportunities. Graduates can pursue roles such as data scientist, machine learning engineer, AI specialist, data analyst, and more. The program equips you with the necessary skills to work in industries like healthcare, finance, e-commerce, and technology.

The duration of the program may vary depending on your learning pace and the time you can commit. On average, most learners complete the program within 6 months. However, you have the flexibility to adjust your learning schedule based on your availability and learning goals.

Basic knowledge of mathematics and statistics is beneficial for understanding the concepts covered in the program. Familiarity with programming concepts will also be advantageous. However, we provide foundational materials and resources to support learners of all levels.

Yes, upon successfully completing the Data Science and AI Master Program, you will receive a certificate of completion. This certificate recognizes your proficiency in data science and AI and can be a valuable addition to your professional portfolio.

Yes, you will have lifetime access to the program materials, including video lectures, tutorials, and project resources. You can revisit the content at any time to reinforce your learning or stay updated with the latest developments in data science and AI.

Absolutely! Our instructors and support team are dedicated to your success and are available to assist you throughout the program. You can reach out to them through the discussion forum, email, or other designated channels for personalized guidance and support.

Yes, we believe in fostering a strong learning community. You will have access to a dedicated discussion forum where you can interact with fellow learners, ask questions, share insights, and collaborate on projects. Additionally, we may organize networking events or webinars with industry professionals to facilitate connections.

If you wish to switch to a different program or upgrade your enrollment to a more advanced level, you can reach out to our support team, and they will guide you through the process. We understand that learning goals can evolve, and we are here to support your growth.

To enroll in the Data Science and AI Master Program, simply visit our website and complete the enrollment process. Once enrolled, you will gain access to all the program materials and can start your learning journey immediately.

Trivedi

"I'm Trivedi, and I have to tell that this class really changed the pattern of my life. I was hired by Capgemini, and it's great because of Korsuliv. When it comes to data science, they are outstanding experts. Korsuliv is the place to go if you're serious about scoring an excellent job in this industry. Many, many thanks to everyone on the Korsuliv team for making this possible. You all are awesome."

Moli Manoj

"Hello everyone! I really recommend Korsuliv's Data Science coursework. I'm Moli Manoj, and Korsuliv helped me gain a job at a top company. Their data science course covered what I needed to know. Korsuliv is the real deal if you're starting a career. They can assist you reach your objectives."

Abdul Jabbar

"Hello, this is Abdul Jabbar, and I want to give a huge thanks to Korsuliv's Data Science course! Korsuliv is solely responsible for my landing a position at my ideal firm. Their training is excellent, and it gave me the tools I needed to achieve my goals. Korsuliv is the best option for those who are committed to data science. I promise you won't be sorry you did it."

Request for Demo

Live Sessions

430 Hrs
Real Time Projects

8
Mock Interviews

5
Live Project Experience

2
Guaranteed Interview Calls

10

Demo Class
23 Nov 2024	08:00 AM TO 11:00 AM IST
24 Nov 2024	08:00 AM TO 11:00 AM IST