Data Science & Machine Learning
15294 Learners Enrolled
Program Duration : 350 Hrs
At 15 - 20 hrs/week
Classroom Based
Learning format
About Program
In today’s world led by technology and big data, businesses are increasingly turning to data science and machine learning to gain critical insights, make informed decisions, and maintain a competitive edge. Our curriculum offers hands-on experience with essential tools and libraries like Python, TensorFlow, and Support Vector Machine (SVM). These practical and holistic skills are highly valued in the job market, ensuring you are well-equipped for a successful career. By the end of Rooman’s rigorous training sessions, you will have the professional capability to analyze complex datasets proficiently. You’ll be ready to pursue roles such as Data Scientist, Machine Learning Engineer, and Business Analyst, positioning yourself for success in this rapidly growing field.
Course Curriculum
- Element of Reinforcement Learning
- Models, Values and Policies
- Markov Chains
- Monte Carlo Methods
- Temporal Difference
- Robotics and Gym Environment
- AutoEncoders
- GANs
- Attention Mechanism
- Artificial Neural Networks In Python
- Activation Functions
- Optimizers
- Tensorflow / Keras
- Pytorch / Lightning
- Types of Deep Learning Algorithms
- Computer Vision
- Transfer Learning
- CNN Based Architectures
- Recurrent Neural Networks
- Natural Language Processing
- Unix based OS (Ubuntu)
- Containerization
- Django Web Framework
- AWS
- Github
- Regularization
- Logistic Regression
- Support Vector Machine (SVM)
- Time Series
- Cross-Validation Techniques
- Evaluation Metrics
- Ensembling
- Unsupervised Learning
- Clustering
- Dimensionality Reduction
- Introduction to Machine Learning
- EDA and Data Wrangling
- Scaling and Preprocessing
- Feature Selection and Extraction
- Modelling and Pipelining
- Regression Analysis
- Polynomial Regression
- Decision Tree
- K Nearest Neighbors
- Naïve Bayes
- Statistics
- Hypothesis Testing
- Power BI
- R Language
- Basic Language
- Advance Concepts
- Data Structures
- Numpy
- Data Manipulation with Pandas
- Data Visualization
Salary Scale
Job Role
- Data Scientist
- ML Engineer
- Data Analyst
- Data Engineer
- AI Research Scientist
- Business Intelligence Analyst
- Quantitative Analyst
- Data Science Consultant
Training Option
- Live-Online Instructor Led Training
- 100+ lab assignments & Quizzes
- 24/7 Lab access on Rooman Cloud Lab
- Labs Designed & Mentorship support by Industry Experts
- 5 capstone projects
- Live-Online sessions with Industry Experts & Subject Matter Expert from Rooman
- Access to Recorded Session of Live-Online Classes available 24/7
- Industry Recognized Course Completion Certificate
- Interview Preparation & Placement Support
- In-Person Classroom based Training conducted by Subject Matter Expert
- Flexibility to attend classes at any of our 50+ Centers PAN India
- Hands-on experience at our state-of-the-art Lab
- 100+ lab assignments & Quizzes
- 24/7 Lab access on Rooman Cloud Lab
- Labs Designed & Mentorship support by Industry Experts
- 5 Capstone & 1 real-world project
- Exclusive sessions with Industry & Subject Matter Expert
- Access to Recorded Session of Live-Online Classes available 24/7
- Industry Recognized Course Completion Certificate
- Interview Preparation & Placement Support
- Access to Campus Placement drives
- 1 year access to our LMS
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Salary Scale
Job Role
- Data Scientist
- ML Engineer
- Data Analyst
- Business Analyst
- Applied Scientist
- Research Analyst
- ML Ops
- Domain Specific Analyst
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