Data Science
The Smarted Data Science Program is an intensive, two-month course designed to equip participants with essential skills in data analysis, machine learning, and statistical modeling. In the first month, learners receive training from industry experts through a mix of live and recorded sessions. The second month focuses on hands-on projects, including real-world research and development initiatives. Participants will collaborate on minor and major projects, culminating in a course completion certificate and an internship completion certificate. This program is perfect for aspiring data scientists looking to enhance their skills and gain practical experience in the field.
₹4130.00 ₹5500.00 25% OFF
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Course Overview
Duration: 2 Months
Format: Recorded Training & Hands-On Projects
Month 1: Training with Industry Mentors
- Objective: Gain foundational knowledge and insights from experienced professionals.
- Format: A combination of live sessions and recorded content, providing flexibility for participants.
Key Components:
- Live Sessions: Interactive lectures and Q&A with top industry mentors covering essential topics relevant to the field.
- Recorded Content: Access to pre-recorded sessions for flexible learning at your own pace.
- Topics Covered: Current industry trends, best practices, technical skills, and soft skills development.
Month 2: Hands-On Project Experience
- Objective: Apply learned concepts through practical experience.
Key Components:
- Live Research and Development Projects: Participants will engage in both minor and major projects, working on real-world challenges.
- Collaboration: Work in teams to foster collaboration, problem-solving, and innovation.
- Mentorship: Continuous support and guidance from industry mentors throughout the project phase.
Certification
Upon successful completion of the program, participants will receive:
- Course Completion Certificate: Recognizing the completion of the training and project components.
- Collaborated Internship Completion Certificate: Validating the hands-on experience gained during the program.
Schedule of Classes
Course Curriculum
1 Subject
DATA SCIENCE
10 Exercises • 31 Learning Materials
Module 1
Chapter:1 - DS Introduction to Python
chapter: 2- DS Data Analysis
Chapter 3- DS Statistics
Data Science Quiz-1
Module 2
Chapter 4-DS Supervised learning 1
Chapter 5-DS Supervised learning 2
Chapter 6- DS Supervised learning 3
Data Science Quiz - 2
Module 3
Chapter 7-DS Supervised learning 4
Chapter 8-DS Supervised learning 5
Chapter:9-DS Supervised learning 6
Data Science Quiz - 3
Module 4
Chapter:10 - DS Supervised learning 7
Chapter: 11-DS Supervised learning 8
Chapter:12 -DS Supervised learning 9
Data Science Quiz - 4
Module 5
Chapter:13- DS Supervised learning 10
Chapter: 14-DS Supervised learning 11
Chapter:15- DS Supervised learning 12
Data Science Quiz - 5
Module 6
Chapter:16-DS Supervised learning 13
Chapter:17-DS Unsupervised learning1
Chapter:18- DS Unsupervised learning2
Chapter:19- DS UnSupervised learning
Chapter:20- DS Unsupervised learning4
Data Science Quiz 6
Module 7
Chapter:21-DS Agents
Chapter:22-DS Neural Networks Intro
Chapter:23- DS Neural Network Arch
Chapter:24-DS Multi Layer NNA
Chapter:25-DS Deep Learning
Data Science Quiz 7
Module 8
Chapter:26- DS Intro to NLP
Chapter:27-DS Text Pre-Processing part 1
Chapter:28-DS Text Pre-Processing part 2
Chapter:29- DS NLP final
Chapter:30-DS Time Series Analysis and Machine Learning Pipelines
Chapter:31-DS Big Data Analytics and Anomaly Detection
Data Science Quiz 8
PROJECTS
DATA SCIENCE MINOR PROJECTS
DATA SCIENCE Major Project
Course Instructor
SmartED Innovations
43 Courses • 17937 Students
Ratings & Reviews
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