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- Starting Python & Basics of Python Language
- Python Core Data Structures
- Functions & Modules
- Exception Handling, FILE Input/ output
- NumPy
- Introduction to Pandas, Operations in Pandas - Part I
- Operations in Pandas - Part II
- Home
- Jigsaw Academy
- Courses
- Post Graduate Certificate Program in Data Science and Machine Learning
Post Graduate Certificate Program in Data Science and Machine Learning
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study, Virtual Classroom
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Mode of Delivery
Video and Text Based
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Frequency of Classes
Weekends
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Course and certificate fees
Fees information
₹ 150,000
certificate availability
Yes
certificate providing authority
Jigsaw Academy +1 more
The syllabus
Programming for Data Science (Python)
Statistical Techniques for Data Science
- Introduction to Statistics
- Descriptive Statistics
- Linear Algebra Probability
- Sampling
- Testing of Hypothesis
- Data Relationship through Correlation
- Regression
- Mini Project
Data Scraping and RDBMS
- Data Scraping
- Introduction to Database Management Systems
- NoSQL
- MongoDB
Exploratory Data Analysis and Visualization
- Introduction to Data Science
- Data and Data Science Methodology
- Data Manipulation and Dimensionality Reduction using Python
- Data Visualization Visual Storytelling using Tableau/ Power BI
- Mini Project
Machine Learning
- Introduction to Machine Learning and Data Science
- Classification
- Clustering
- Recommendation systems
- Time Series
- Mini Projects
Artificial Neural Networks and Deep Learning
- Introduction to AI and Programming with TensorFlow
- Introduction to Neural Networks
- Deep Learning and Transfer Learning
- Image Classification and Recognition
- Mini Projects
Text analytics and Natural Language Processing (NLP)
- Introduction to Unstructured Data
- Analysis and Text Analytics
- Linguistic Basics
- Text Modeling
- Text Classification and Topic Modeling
- Sentiment Analysis, document
- Clustering and similarity
- Deep Learning for NLP
- NLP Application - Chatbot
Capstone Project
Aptitude
Problem-Solving & Critical Thinking
Mock Interviews
Industry Lecture/ Masterclass
Instructors
Dr Chetana Hegde
Senior Faculty
Manipal Prolearn
Ph.D
Ms Sarita Digumarti
Faculty
Jigsaw Academy
Mr Gaurav Vohra
Chief Executive Officer
Jigsaw Academy
Mr Mallikarjuna D
Senior Faculty
Freelancer
Mr Akshatha Lakshmi
Senior Associate
UNext Learning
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