Data Science

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Data Science

Master's Program

Rating : 4.4/5

 4.4/5

Course Fees: Rs: 49,900 | Discount Fees: Rs: 34,999

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Overview of Data Science Master Course

The Data Science Master Course at Fast Learning Technologies is designed to equip learners with in-depth knowledge of data analysis, machine learning, AI, deep learning, and big data technologies. This course follows a hands-on approach, enabling students to work on real-world datasets and industry-relevant projects.

By the end of this course, you will be able to:

Master Python, R, SQL, and other data science tools.
Learn Data Cleaning, Exploratory Data Analysis (EDA), and Feature Engineering.
Implement Machine Learning and Deep Learning models.
Work on Big Data Technologies like Hadoop and Spark.
Gain practical knowledge through industry projects and case studies

Why Choose Fast Learning Technologies?

Expert Trainers

Live Projects

Placement Support

Certifications

Affordable Fees

Hands-on Training

Syllabus - Data Science

Module 1: Introduction to Data Science & Analytics

What is Data Science?
Data Science vs Data Analytics vs Machine Learning vs AI
Career Opportunities in Data Science
Lifecycle of a Data Science Project
Overview of Tools & Technologies (Python, R, SQL, Power BI, TensorFlow, etc.).

Module 2: Mathematics & Statistics for Data Science

Linear Algebra Essentials
Probability & Distributions
Descriptive & Inferential Statistics
Hypothesis Testing & Confidence Intervals
Correlation & Regression Analysis
Time Series Analysis Basics.

Module 3: Python for Data Science

Python Basics & Data Structures
Control Statements & Functions
Libraries for Data Science (NumPy, Pandas, Matplotlib, Seaborn)
Data Wrangling & Preprocessing
Data Visualization with Python
Automating Data Workflows with Python.

Module 4: SQL & Database Management

Introduction to Databases (MySQL, PostgreSQL)
Writing SQL Queries (SELECT, INSERT, UPDATE, DELETE)
Joins, Subqueries & Indexing
Data Aggregation & Grouping
Data Warehousing & ETL Concepts
NoSQL Databases (MongoDB).

Module 5: Data Analysis & Visualization

Excel & Advanced Excel

Pivot Tables, VLOOKUP, HLOOKUP
Data Cleaning & Validation
Macros & Automation

Power BI & Tableau

Creating Dashboards & Reports
Data Modeling & DAX Functions
Connecting to Multiple Data Sources

Module 6: Machine Learning (ML)

Introduction to Machine Learning
Supervised vs Unsupervised Learning
Regression Techniques (Linear, Multiple, Polynomial)
Classification Models (Logistic Regression, SVM, Decision Trees, Random Forest)
Clustering (K-Means, DBSCAN, Hierarchical)
Model Evaluation Metrics (Confusion Matrix, ROC, Precision-Recall)
Feature Engineering & Data Scaling

Module 7: Deep Learning & Neural Networks

Introduction to Neural Networks
TensorFlow & Keras Basics
Artificial Neural Networks (ANN)
Convolutional Neural Networks (CNN) for Image Processing
Recurrent Neural Networks (RNN) for Time-Series Data
Generative Adversarial Networks (GANs)
Hyperparameter Tuning & Model Optimization.

Module 8: Natural Language Processing (NLP)

Text Processing & Tokenization
Sentiment Analysis & Text Classification
Named Entity Recognition (NER)
Chatbot Development with NLP.

Module 9: Big Data & Cloud Computing

Introduction to Big Data Technologies (Hadoop, Spark)
Cloud Data Platforms (AWS, Google BigQuery, Azure)
Streaming Data Processing.

Final Projects

Two – Real time Industry Projects
Resume Building & Portfolio Development
Data Analytics Case Studies & Best Practices
Mock Interviews & Placement Assistance

Want to Book Your Seat?

Batch Timing

Weekdays Batch ( Monday-Friday )

1 – 1.5 hr : 7 AM to 9 PM ( in-between any Timings )

Weekend Batch ( Sat & Sun )

2 – 3 hr : 8 AM to 8 PM ( in-between any Timings )

Certification

All major global multinational corporations accept our certification. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees, by earning this certification, which is provided at the conclusion of the course.

You can increase the importance of your profile during interviews and gain access to a wide range of professional opportunities by combining this certificate with your CV.

The certification is only given upon the successful completion of our training and project-based projects with a practical component.

Students Review

Fast Learning Technologies offers the best Data Analytics training in Bangalore. I enrolled in their program to enhance my skills in this field, and I was able to learn everything in depth. I would like to thank the entire team at Fast Learning Technologies for their support. I highly recommend this training to my friends. Thank you.

Surya

My Honest Review. Joined Fast Learning Technologies with Zero Knowledge on SQL but after completing the course i can confidently say that I gained lot of knowledge on SQL. Trainers here are best in the industry. I will never have a second thought to refer any of my friends to this institute. Keep doing good

Saravana Natraj

This is a very good institute with excellent facilities, and I am confident that everyone will find a job after completing their training. The practical classes are beneficial, and the instructor covered all the material with impressive presentation skills. I highly recommend this institute, especially for those not in the IT field.

Lalith Kumar

Frequently Asked Questions

Who are the Trainers?

Fast Learning Technologies instructors are all industry practitioners with at least 9-12 years of relevant IT experience. They are subject matter experts, who have been trained by Fast Learning Technologies to deliver an extraordinary learning experience.

What if I miss one (or) more class?

Not to worry. Fast Learning Technologies ensure that no single lecture topic is missed. With all such options, we will reschedule the classes at your convenience within the course duration. If necessary, you can attend that topic with any other batch.

Is this course available Online or offline?

All courses are available in both Online and offline mode

How much is the fee for course?

It is mentioned on the course pages. Discount prices are only available for a limited time

How long is the duration of the course?

Course duration for Training courses are 30 – 45 Hrs.
Course duration for Master courses are 90 – 135 Hrs

For any queries?

For any queries please contact us +91 9663550666