Data Science By FLM Aug 2025
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Become a Data Science Expert with Our Data Science Course in Telugu!

Fast-track your success in 6 months! Learn cutting-edge skills, work on real-world projects, and join the elite ranks of Data Science professionals changing the future!

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Data Science is Powering the Future:
The Global Surge in Demand and Opportunities

AI Excel Features

Demand

Data science demand skyrocketed 650% since 2012 – future-proof your career with top skills now!

Better Salary

Data Science professionals are in high demand, offering lucrative roles with better pay across various sectors.

Career Growth

Data is the new oil. Learning Data Science helps you stay future-ready and relevant in any industry.

FLM Goes Beyond Just Delivering Courses – We Empower Future Leaders!

Whether you’re a beginner or looking to grow in your IT career, learning Data Science gives you a strong edge. This course teaches you practical Data Science and security skills with real-world examples, helping you work faster, deliver secure software, and stand out in today’s tech industry.

Course Syllabus

Excel with AI – Course Modules
1. Python Programming & Data Libraries +
Complete Python Introduction
Python Interpreter & Installation (PyCharm, Anaconda)
Data Types: Numbers, Strings, Lists, Dictionaries, Tuples, Sets
Control Flow: if-else, loops, comprehensions

Functions: def, lambda, scopes, arguments
Modules & Packages: import, namespaces, reload
Classes & OOP: Inheritance, Polymorphism, Special Methods
Exception Handling & Custom Exceptions
Regular Expressions in Python
Numpy: Arrays, Indexing, Transposition, Processing
Pandas: Series, DataFrames, Reading & Cleaning Data
Data Wrangling, Selection & Extraction with Pandas
2. Mathematics for Data Science +
Linear Algebra
Statistics
Probability
Differential Calculus
3. Machine Learning Foundations +
ML Introduction, Use Cases, System Types
Supervised vs Unsupervised Learning
Model Types: Instance-based, Model-based
Overfitting & Underfitting
Full ML Pipeline Overview
4. ML Models – Classification & Regression +
Classification Models:
Binary Classifier & Performance Metrics
Confusion Matrix, Precision, Recall
Multi-Class, Multi-Label, Multi-Output Classification
Regression Models:
Linear Regression, Gradient Descent Variants
Polynomial Regression
Regularization: Ridge, Lasso, Early Stopping
5. Advanced ML Algorithms +
Support Vector Machines (SVM):
Linear SVM Classification
Hard vs Soft Margin
Non-linear SVM
SVM for Regression
Decision Trees:
Decision Tree Training & Visualization
CART Algorithm
Gini vs Entropy
Hyperparameter Regularization
Random Forests & Ensemble Models:
Voting Classifiers, Bagging, Pasting
Random Forests, Extra Trees
Boosting: AdaBoost, Gradient Boost
Stacking & Feature Importance
Unsupervised Learning:
Clustering Techniques
K-Means, DBSCAN
Preprocessing & Semi-Supervised Learning via Clustering
6. Deep Learning with Keras +
Biological Neurons & Perceptron
MLPs: Regression & Classification
Keras: Sequential & Functional APIs
Saving & Loading Models
Hyperparameter Tuning: Layers, Neurons, Batch Size
Vanishing/Exploding Gradients & Initialization
Batch Normalization, Gradient Clipping
Regularization: L1, L2, Dropout, Max-Norm
7. TensorFlow, Optimization & Transfer Learning +
TensorFlow Tour
Data API: Shuffling, Prefetching, Transformations
Input Feature Processing
Categorical Encoding: One-Hot, Embeddings
Keras Preprocessing Layers
Transfer Learning
Unsupervised Pretraining
Faster Optimizer
Overfitting Prevention
Monte Carlo Dropout

FLM Data Science in Telugu – Project Overview

DevSecOps Highlights
Obesity Challenge (AI Prediction)
Predicts obesity risk using survey data and machine learning with Random Forest, SVM, ANN, and KNN on 1610 individuals.
Financial Risk Prediction for Loan Approval
Analyzes a synthetic dataset (20,000 records) for predicting loan approval and financial risk scores.
Analysis of Capitals and Universities Data
Analyzes CSV data of countries and universities to explore geographical and educational trends.
Online Shopping System
Simulates a basic shopping system using Python OOP.
Analytic American Association
A law firm management system to track clients, lawyers, tasks, and billing.
Sales Data Insights
Performs end-to-end analysis on sales data using Pandas and NumPy.
Melbourne Housing Snapshot
Analyzes real estate trends from Melbourne’s property sale dataset.
Data Science Demo Section

Watch the Demo of Our Data Science Course to Get a Preview of the Topics Covered.

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DevSecOps – Course Offer
★★★★★

Complete Data Science Mastery

50,000 Rs 14,999/-
EMI Avalilable

What's Included :

  • Module Wise Quizzes, Assignments & Practice Questions
  • 100% Placement Assistance
  • Industry professionals with 10+ years of experience
  • Live Chat support assistance
  • Access to session recordings for 2 years
  • EMI Option also available with specified cards

Free Bonuses :

  • ₹10,000 Worth of Free Career Booster Add-On Sessions
  • Dedicated Job Updates
  • 100% Live Training in Telugu
  • Industry Ready Training
  • Interview Questions & Study Materials
  • Resume & LinkedIn Preparation
Student Journey

Student Journey

Visit & Career Guidance

Visiting Frontlines Edutech and connecting with our career counselors can provide the clarity and guidance you need to shape your career path.

💻

Hands-On Training

Our curriculum is crafted to align with current industry trends and is delivered by industry leaders, ensuring you gain practical, job-ready skills.

👤

Placement Assistance

Our program includes career booster sessions, such as resume building, communication and interview preparation, and information on job opportunities.

🎓

Course Certificate

Showcase your skills and dedication with Frontlines Edutech course completion certificate, demonstrating your expertise to employers.

Animated Counters with K/M Format

Our Proven Track Record

With a legacy of excellence, we take pride in our student success stories and trusted industry presence. Here's a glimpse of our journey:

40K+
Happy Students
400+
Batches Conducted
10K+
Students Placed
2M+
Telugu Student Community
Add-On Sessions

Free Career Booster Add-On Sessions

📄
Resume Building
Create strong resumes with expert guidance.
💼
Job Updates
Get access to latest openings & hiring alerts.
💬
Interview Prep
Mock interviews and communication training.
🌐
LinkedIn Boost
Optimize your LinkedIn for visibility.
🚀
Career Transition
Guidance to shift domains or roles confidently.
🧑‍💻
Freelancing
Learn how to start and grow as a freelancer.

Our Students Have Been Recruited by Major Global MNC's

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Frequently Asked Questions

The Data Science course is a comprehensive program designed to teach you how to analyze, interpret, and leverage data for solving real-world problems. You will gain expertise in AI, Machine Learning, and Big Data, with hands-on projects to master data analysis, predictive modeling, and data visualization.

This course is ideal for aspiring data scientists, professionals looking to pivot to data-related roles, or anyone interested in building a career in AI, ML, or Big Data.

No prior programming experience is required! This course starts with the basics of Python and gradually introduces you to more advanced concepts, ensuring that all learners can follow along.

Yes! You will work on practical projects like predictive analytics, sentiment analysis, and building machine learning models, gaining hands-on experience that will help you in your career.

Yes, the course offers:
Resume building and LinkedIn profile optimization.
Mock interviews and guidance on technical skills.
Placement updates and job opportunities in top companies.

All live sessions are recorded, and you will have access to the recordings for two years. This allows you to revisit any sessions you miss.

Yes, we offer flexible payment options, including EMI plans, to make the course accessible for everyone.