Download appDownload App
Job Oriented

Pay After Placement - Data Science & Machine Learning Program

Succeed as a new-age Data Science and Machine Learning with our comprehensive work experience-based Fellowship program. In this program, you will learn in-demand tech skills through real work experien...

  • All levels
  • English

Course Description

Succeed as a new-age Data Science and Machine Learning with our comprehensive work experience-based Fellowship program. In this program, you will learn in-demand tech skills through real work experience of building professional work-like projects. Join the best product-based companies with a minimum CTC guarantee of 10.5LPA Master both Data Science and Machine Learning concepts like by build...

Succeed as a new-age Data Science and Machine Learning with our comprehensive work experience-based Fellowship program. In this program, you will learn in-demand tech skills through real work experience of building professional work-like projects. Join the best product-based companies with a minimum CTC guarantee of 10.5LPA Master both Data Science and Machine Learning concepts like by building professional work-like projects. Ace your specialization in Data Science and Machine Learning and impress recruiters with your verified project portfolio which validates all your learnings and real work experience. ---- Key Features: ---- - 700+ problem solving exercises & 5+ work like professional projects to master CS Fundamentals and Full-Stack or Backend skills in an actual developer environment. - In depth, interview-focussed system, Design & Data Structure Algorithms curriculum to ace dev interviews. - Real work ex on working on problem statements from leading tech companies like CRED, Playment, Jumbotail, Vicara and more. - 100% Live classes (we interact not dictate) - Project-backed portfolio on GitHub and a work-ex certificate to impress recruiters. - Placement Guarantee of with job search support, referrals, and career guidance from experienced career coaches. ---- Bootcamp in Data Science & Machine Learning ---- Get guaranteed placement in top tech companies by mastering in-demand Data Science & Machine Learning skills through our carefully curated hands-on, work- like, project-based Fellowship program. With the Fellowship Program, crack dream jobs (6-15 LPA) in top product-based companies. With Additional Advanced curriculum crack super-dream jobs (15-40 LPA) at unicorns and tech giants. ---- Career Services ---- Get ready to apply all the skills you learn through our program to ace interviews and land your dream career in software development. - 1:1 Career coaching Sessions with top industry professionals - Live mock interviews with Industry Experts - Series of mock assessments and detailed interview prep sprints to ace top tech jobs - Expert guidance to get your profile (GitHub, LinkedIn, Resume) ready - Guidance to start applying to a diverse set of job opportunities in-line with your career aspirations.

What you’ll learn
  • Real work experience
  • True, project-based learning
  • Live sessions & mentorship
  • Job-ready portfolio
  • Externship with top companies
  • Career guidance
  • Placement Guarantee

Covering Topics

1
Preparatory Session - Linux, and Python
2
Data Wrangling with SQL
3
Python with Data Science
4
Statistics
5
Basic Al
6
Machine Learning
7
Linear Algebra and Advanced Statistics
8
Artificial Intelligence
9
Power BI
10
MLOps & Git
11
Projects, Business Case Study And Interview Preparation
12
Advanced Certification in Data Science and Al
13
Machine Learning

Curriculum

      Foundations: Mathematics & Statistics Essentials

- Introduction to Mathematics
- Coordinate Geometry
- Linear Algebra
- Eigenvalues, Eigenvectors, and Eigendecomposition
- Introduction to Calculus
- Understanding Data
- Descriptive Statistics
- Data Visualization
- Probability
- Probability Distributions
- Sampling and Sampling Techniques
- Inferential Statistics
- Application of Inferential Statistics
- Relationship Between Variables
- Application of Statistics in Business
      Foundations: Programming Refresher

- Fundamentals of Programming
- Introduction to Python Programming
- Python Data Types and Operators
- Conditional Statements and Loops in Python
- Python Functions
- Object-Oriented Programming Concepts with Python
- Threading
      Foundations: Python for Data Science

- Python Basics
- Python Data Structures
- Python Programming Fundamentals
- Working with Data in Python
- Working with NumPy Arrays
      Core: Applied Data Science with Python

- Introduction to Data Science
- Essentials of Python Programming
- NumPy
- Linear Algebra
- Statistics Fundamentals
- Probability Distributions
- Advanced Statistics
- Working with Pandas
- Data Analysis
- Data Wrangling
- Data Visualization
- End-to-End Statistics Application in Python
      - Machine Learning Fundamentals
- Supervised Learning
- Regression Models and Applications
- Classification Models and Applications
- Unsupervised Learning
- Ensemble Learning
- Recommendation Systems
      Core: Deep Learning with TensorFlow

- Introduction to Artificial Intelligence and Deep Learning
- Artificial Neural Network
- Deep Neural Network and Tools
- Optimization, Tuning, and Interpretability of Deep Neural
- Networks
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks
- Autoencoders
      Core: Deep Learning Specialization

- Introduction to Deep Learning
- Artificial Neural Networks
- Deep Neural Networks
- TensorFlow
- Model Optimization and Performance Improvement
- Convolutional Neural Networks (CNNs)
- Transfer Learning
- Object Detection
- Recurrent Neural Networks (RNNs)
- Transformer Models for Natural Language Processing (NLP)
- Getting Started with Autoencoders
- PyTorch
      Core: Essentials of Generative AI, Prompt Engineering & ChatGPT

- Generative Al and its Landscape
- Explainable Al
- Conversational Al
- Prompt Engineering
- Designing and Generating Effective Prompts
- Large Language Models
- ChatGPT and its Applications
- Fine-tuning ChatGPT
- Ethical Considerations in Generative Al Models
- Responsible Data Usage and Privacy
-The Future of Generative Al
- Al Technologies for Innovation
      Interview Blitz

- Practice multiple timed mock assessments
- Perfect the art of cracking DSA interviews through multiple DSA Blitz sessions
- Prepare to defend every single skill keyword added to your resume
      TheSkillians Externship

Unlike regular boot camps where you wrap up your learnings with a Capstone project, we go one step further. You will actually work on a real project statement given by some of the top tech companies in India. Here are some of the past companies who provided externships for our learner community.

Frequently Asked Questions

With experience of upskilling more than 10,000 students, The Skillians old trusted brand in the education sector and has a track record of keeping its commitments. We will work hard to help you acquire a Tech job by building your portfolio, crafting your CV, conducting mock interviews, and much more. The refund policy guarantees Your job and CTC

The course will be conducted via 100 % Online Live sessions. It has been designed in such a manner that you will have all the live video recorded and uploaded to your Learning Management System. The timings for the live classes are usually late evening between 8:00 PM-12:00 Midnight

The Bootcamps and The Skillians online are comprehensive, demanding, and follows a continuous evaluation system. Quizzes, case studies, assignments, and project reports are used to assess learners throughout the course

Yes, Yes, Yes a minimum CTC of 8 LPA is guaranteed to the participants of Full Stack Web Development Bootcamp who are From Tech background and 5 LPA to Non-Tech Graduates and 8 LPA to AIML Bootcamp Participants.

A total Sum of 2 Lakhs( can be paid in EMI's ) if you are placed on or above Given Guarantees on the agreement in case of both Full Stack Web Development and AIML Bootcamp.

The Skillians has a super active placement cell which hunts the best paying companies and bring them to you. Till now the count of students placed by The Skillians is 2561.