Certificate Program in
Data Science
1. Overview:
– Data science is essential in today’s data-driven world, playing crucial roles across industries.
2. Business Impact:
– Enables businesses to extract actionable insights from vast data sets.
– Informs strategic decisions, optimizes processes, and enhances performance.
3. Analysis and Insights:
– Analyzes patterns, trends, and relationships within data.
– Uncovers hidden opportunities and mitigates risks for a competitive edge.
4. Applications Across Industries:
– Provides personalized experiences for customers.
– Improves healthcare outcomes through predictive analytics.
– Enhances financial services with fraud detection.
– Drives innovation in areas like autonomous vehicles and recommendation systems.
5. Benefits for Enterprises:
– Empowers effective data asset utilization.
– Drives efficiency, innovation, and growth in the digital age.
September 2024 Program Start Day
8 Weeks Duration
Mentor Led Mode of learning
31st August 2024 Application Deadline
Tools Covered
Course Curriculum
- Overview of data science and its applications
- Introduction to Python programming language and Jupyter notebooks
- Basic data manipulation with Pandas library
-
Importance of data visualization
-
Introduction to Matplotlib and Seaborn libraries
-
Creating various types of plots to explore and present data effectively
-
Understanding the structure of datasets
-
Handling missing data and outliers
-
Statistical analysis and data summarization techniques
-
Overview of machine learning concepts
-
Supervised vs. unsupervised learning
-
Hands-on exercises with Scikit-learn library
-
Introduction to linear and polynomial regression
-
Model evaluation metrics
-
Implementation of regression models on real datasets
-
Overview of classification algorithms (e.g., decision trees, random forests, SVM)
-
Model evaluation techniques for classification tasks
-
Practical classification projects
-
Understanding clustering algorithms (e.g., K-means, hierarchical clustering)
-
Dimensionality reduction techniques (e.g., PCA)
-
Applications and case studies
-
Introduction to NLP and its applications
-
Text preprocessing techniques
-
Sentiment analysis and text classification projects
-
Understanding time series data
-
Time series forecasting techniques (e.g., ARIMA, Prophet)
-
Applications in finance, sales forecasting, etc.
-
Introduction to neural networks
-
Building and training neural networks using TensorFlow/Keras
-
Applications in image recognition and natural language processing
-
Current trends in data science and AI
-
Career paths and opportunities in various industries
-
Tips for resume building and interview preparation
-
Students will work on 2-3 real-world data science projects
-
Guidance and feedback provided by instructors
-
Presentations and discussion of project outcomes
- Predictive Analytics Project: Predicting customer churn for a telecom company using classification algorithms.
- Image Classification Project: Building a deep learning model to classify images of handwritten digits (MNIST dataset).
- Natural Language Processing Project: Analyzing sentiment in product reviews using NLP techniques.
- Assigned readings and online resources for further learning
- Access to online forums or communities for discussion and support
Application Process
An easy but thorough process to help you learn important skills that will boost your career.
Step 1Application Submission:
Complete and review the form before submission. A meticulously filled out application aids us in evaluating your educational objectives and facilitates your seamless enrollment into the program.
Step 2Offer Letter Receipt:
Upon successful application, you will receive an offer letter to enroll, encapsulating comprehensive details about the program, the associated fee structure, an the payment schedule.
Step 3Block Your Seat:
Secure your seat by making a nominal payment to confirm your acceptance into the program.
Offering Course Programs
Personalized Self-Program
₹4500/-
-
30+ hours of exclusive video lessons. -
2 minor projects + 1 Capstone project -
6 months LMS access -
Selected interview questions -
Handy PDF study materials -
Tailored CV-making tips -
Course completion certificate from My Job Grow -
Project completion certificate from our esteemed co-partnered company -
Co-branded certificate with IIT
Hybrid Program (Trainer + Self)
₹5500/-
-
8 hours of live classes with real-time doubt solving -
30+ hours of exclusive video lessons -
3 minor projects + 1 Capstone project -
6 months LMS access -
Selected interview questions -
Handy PDF study materials -
Tailored CV-making tips for ATS -
Course completion certificates & Letter of Recommendation (LOR) -
Project completion certificate -
Co-branded certificate with IIT
Trainer Led live Program
₹6500/-
-
16-20 hours of live learning with real-time doubt solving. -
30+ hours of exclusive video lessons -
5 minor projects + 2 capstone projects -
6 months LMS access. -
Selected interview questions & Mock Interviews. -
Handy PDF study materials -
Tailored CV-making tips for ATS -
Course completion certificates & Personalized Letter of Recommendation (LOR) -
Project completion certificate -
Co-branded certificate with IIT
