Data Science – AWS Track

Title: Comprehensive Data Science and Big Data Program

Course Duration: 3 Months

Mode of Learning: Daily 2-hour live online classes

Real-Time Projects: 1 project spanning 1 month

Job Assistance and Interview Preparation included

Table of Contents:

1. Introduction to Data Science and Big Data
– Understanding Data Science
– Overview of Big Data Technologies

2. Data Acquisition and Preprocessing
– Data Collection Techniques
– Data Cleaning and Preprocessing Methods

3. Exploratory Data Analysis (EDA)
– Data Visualization Techniques
– Statistical Analysis for Data Exploration

4. Machine Learning Fundamentals
– Introduction to Machine Learning Algorithms
– Model Evaluation and Selection Techniques

5. Advanced Machine Learning
– Ensemble Learning Methods
– Dimensionality Reduction Techniques

6. Deep Learning Basics
– Introduction to Neural Networks
– Building and Training Deep Learning Models

7. Big Data Processing Frameworks
– Hadoop and MapReduce
– Apache Spark Fundamentals

8. Data Engineering and Pipelines
– Designing Data Pipelines
– Data Transformation and Feature Engineering

9. Real-Time Analytics with Streaming Data
– Introduction to Streaming Data
– Processing Streaming Data with Apache Kafka and Spark Streaming

10. Big Data Storage and Management
– NoSQL Databases
– Distributed File Systems

11. Cloud Computing for Big Data
– Introduction to Cloud Platforms
– Deploying Big Data Solutions on the Cloud

12. Capstone Project
– Apply acquired skills on a real-world project over 1 month

13. Job Assistance and Interview Preparation
– Resume Building
– Mock Interviews
– Job Search Strategies

14. Final Assessment and Certification
– Evaluation of Skills
– Certificate of Completion

Offer:
Enroll now to gain comprehensive knowledge in Data Science and Big Data. Benefit from daily 2-hour live classes, a 3-month duration, and hands-on experience with real-time projects. Receive job assistance and interview preparation to kickstart your career in this lucrative field. Don’t miss this opportunity to become a skilled Data Science and Big Data professional!