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Advanced Programme in Data Science

Master data science, machine learning, AI, and analytics to extract insights and drive strategic business decisions using real-world data.
550+ Trainers
250+ course
150+ Branches
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Course Overview

  • Next Batch:New batch starts every 7th day. Enroll early to secure your seat.
  • Course Duration:10-12 Months (Flexible timings available)
  • Eligibility:
    • Graduates
    • working professionals
    • aspiring data scientists
  • Tools:
      5
  • Modes of Training: Online Live Classes /Offline Training (available at all Samyak branches)
  • Projects:Available

₹11 LPA +

Average CTC

34000+

Jobs on LinkedIn Alone

7+

Industry Mentors

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Advanced Programme in Data Science Training Course

Overview of Advanced Programme in Data Science

The Advanced Programme in Data Science is designed for students, analysts, and professionals seeking to advance their careers in analytics and AI. This program combines the technical depth of programming with the analytical rigor of business intelligence.

Through practical labs, case studies, and live projects, learners gain end-to-end knowledge of the data science lifecycle — from data collection and analysis to machine learning and deployment. By the end of the program, you’ll earn your Advanced Data Science Certification and be career-ready for high-demand roles such as Data Scientist, Analyst, or AI Engineer.

What You’ll Learn From Course

Understand the complete data science lifecycle and key analytical techniques.
Perform data cleaning, transformation, and feature engineering using Python or R.
Build and evaluate machine learning models for real-world problems.
Use SQL for database querying and data manipulation.
Visualize insights using Power BI, Tableau, and Python libraries.
Earn your Advanced Programme in Data Science Certification for top global opportunities.

Who Should Take this Course

Graduates
Working professionals
Aspiring data scientists

Job Roles For Course

Interior Designer
Space Planner
Design Consultant
CAD Draftsman
3D Visualizer
Freelance Designer
Design Coordinator

Tools Covered In Course

Python (NumPy, Pandas, Matplotlib, Seaborn)
R Programming (Statistical Computing & Analysis)
Jupyter Notebook / Google Colab
SQL / MySQL (Data Querying & Management)
Power BI / Tableau (Data Visualization & Reporting)

What’s included ?

Live Project

Theory doesn’t help anyone in professional life, professional Courses are better learnt by experimenting.

Global Certificates

Certifications like Microsoft, Google, HP, Cisco, EC-Council make a huge difference in placement.

Advanced Contents

Contents are based upon the latest trends in IT industry nd as per the recommendations of IT Guys.

Multi Location

Good opportunities need to spread geographically, so is Samyak for the benefit of professional and job seekers.

Job Oriented

All courses are as per industry needs and with projects/ examples, which make Samyak’s approach job oriented.

Placement Assistance

Once the course is completed from Samyak, there is a dedicated team to guide for interview and placements.

ADVANCED PROGRAMME IN DATA SCIENCE

Curriculum Key Features What You’ll Gain Program Highlights

Module 1 – Introduction to Data Science

  • Overview of data science, its importance, and real-world applications
  • Required skills and career paths in the data science field
  • Introduction to tools and technologies used by data scientists

Module 2 – Mathematics for Data Science

  • Linear algebra essentials: vectors, matrices, and transformations
  • Statistics: descriptive, inferential, hypothesis testing
  • Calculus: partial derivatives, gradients, and optimization

Module 3 – Programming Fundamentals in Python

  • Python basics: data types, control structures, functions
  • Object-oriented programming (OOPs), threading, file handling
  • Data scraping and handling data in Python

Module 4 – Data Handling and SQL

  • Working with libraries: NumPy and Pandas
  • SQL: MySQL queries (DML, DDL, TCL, DQL), NoSQL concepts
  • Connecting Python with databases for real-time projects

Module 5 – Data Visualization Techniques

  • Introduction to data visualization and its impact
  • Using Matplotlib and Seaborn to create charts and plots
  • Visual analytics and storytelling with data

Module 6 – Data Preprocessing & EDA

  • Cleaning and transforming datasets
  • Handling missing data and outliers
  • Exploratory Data Analysis (EDA) for insights

Module 7 – Machine Learning Essentials

  • Supervised learning: regression, classification, decision trees
  • Unsupervised learning: clustering, PCA, t-SNE
  • Evaluation metrics and model improvement strategies

Module 8 – Deep Learning & Neural Networks

  • Basics of neural networks, forward & backpropagation
  • Using TensorFlow and Keras for model development
  • CNNs, RNNs, GANs, and transfer learning concepts

Module 9 – Natural Language Processing (NLP)

  • NLP basics, tokenization, stemming, lemmatization
  • Sentiment analysis and named entity recognition (NER)
  • Text classification and preprocessing techniques

Module 10 – Generative AI and Prompt Engineering

  • Introduction to Generative AI: GPT, DALL·E, Midjourney, Sora
  • Capabilities and API usage for building applications
  • Prompt engineering, RAG, and fine-tuning techniques

Module 11 – Big Data & Scalability

  • Understanding big data frameworks: Hadoop, Spark
  • Distributed computing concepts for scalability
  • Processing and analyzing large datasets

Module 12 – Model Deployment & Production

  • Model deployment strategies and MLOps basics
  • Containerization using Docker, cloud deployment on AWS/GCP
  • Monitoring and updating live models

Module 13 – Ethical & Legal Considerations

  • Ensuring fairness and eliminating bias in ML
  • Privacy, data protection, and global regulations (GDPR, HIPAA)

Module 14 – Capstone Project

  • Solve a real-world industry problem from scratch
  • Complete data pipeline from collection to deployment
  • Final presentation, documentation, and review

Key Features

  • Structured course from foundation to advanced topics
  • Real-world case studies and industry-level projects
  • Access to cloud labs and toolkits
  • Expert instructors and peer interaction

What You’ll Gain

  • Expertise in Python, SQL, ML, AI, and Data Engineering
  • Industry-ready portfolio with capstone project
  • Certification recognized by top tech companies
  • Confidence to solve real-world data problems

Program Highlights

  • Gain proficiency in data analysis, machine learning, deep learning, NLP, and more through hands-on sessions and guided mentorship.
  • Curriculum designed in collaboration with industry leaders ensures that you gain relevant and in-demand skills that companies look for.
  • You’ll work on multiple projects including forecasting, image classification, NLP, and recommender systems to solidify your learning.
  • Master industry-standard tools like Python, TensorFlow, SQL, Matplotlib, Spark, and more. These are the tools used by top data science teams.
  • Apply everything you’ve learned in a final project where you’ll work on a real-world dataset, deploy your model, and present your findings.
  • From resume building to mock interviews, our dedicated mentors guide you throughout your journey to a successful data science career.
  • Choose from weekend, weekday, or self-paced batches. Perfect for working professionals or students balancing other commitments.
  • Join a growing community of professionals certified by Samyak across the globe and elevate your credibility in the job market.

What is an Ultimate Career Choice?

Massive Market
Massive Market

Learn skills that open doors to vast, growing markets worldwide, constantly increasing demand across industries.

High-Paying Jobs
High-Paying Jobs

Acquire in-demand expertise to command top salaries, and accelerate long-term financial growth .

Future-Proof Career
Future-Proof Career

Build adaptable, technology that keep your career relevant, and valuable in changing times.

Entrepreneurial Path
Entrepreneurial Path

Gain practical tools, mindset and networks needed to launch ventures, create sustainable businesses.

Global Impact
Global Impact

Develop solutions and leadership that solve real-world problems, positively impacting communities.

Large Community
Large Community

Join a diverse, supportive community of learners, mentorship, opportunities, and lasting connections.

Be in the spotlight by getting certified!

A detailed overview of the course, including key topics, objectives, and module sequence.

Google Certificate (included)

Google Certificate (included)

Internationally recognized certificate for professional achievement.

Samyak Certificate (included)

Samyak Certificate (included)

ISO 9001:2008 certified training recognized globally.

NSDC Certificate (included)

NSDC Certificate (included)

Govt of India-backed certification enhancing employability.

Get Certified

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