Data Science Training

Data Science Certification Training Course

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-> Classroom and Live Interactive Online Training Options
-> 100% Placement Assistance with 6 Months Internship
-> Dedicated Lab Access and Mentor Support
-> Realtime Projects with Lifetime LMS Access

500+
Students Trained

5 ***** (369)
Ratings

3 Months
Duration

Course Demo Video

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In Collabaration with

Nasscom Certified Data Science Course with 100% Job Assurance

 

Data science is a booming field with high demand across industries, making it a sought-after career choice. The growth potential is significant, with data science professionals enjoying lucrative salaries and continuous opportunities for advancement. As a fast-growing field, data science also offers job security, ensuring stability in a rapidly evolving job market.

Data Science Demo Session Links:

Data Science Training Session Day 1 – https://youtu.be/2d-G1CInFAU

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Why Join This Program?

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Skills Covered

Languages And Tools Covered In This Certification

Course Curriculum

  • Variables & Data Types
  • Operators
  • Conditional Statements
  • Looping Constructs
  • Data Structures
  • String Manipulation
  • Functions
  • Modules, Packages and Standard Libraries

 

  • Python Libraries for Data Science
  • Reading Data Files in Python
  • Subsetting and Modifying Pandas Dataframes
  • Preprocessing,Sorting and Aggregating Data in Pandas
  • Visualizing Patterns and Trends in Data
  • Machine Learning Lifecycle
  • Problem statement and Hypothesis Generation
  • Importance of Stats and EDA
  • Understanding Data
  • Probability
  • Data Range for Continuous Variables
  • Exploring Categorical Variables
  • Missing Values and Outliers
  • Central Limit theorem
  • Bivariate analysis – Introduction
  • Continuous – Continuous Variables
  • Continuous Categorical
  • Categorical Categorical
  • Multivariate Analysis
  • Introduction to Data Analysis using SQL
  • Data Analysis with SQL on a Single Table
  • Advanced functions on Single Tables in SQL
  • Analyzing Multiple Tables in SQL
  • CRUD Operations in SQL
  • Introduction to Power BI and Data Visualization
  • Inspecting the Data
  • Getting Started with DAX
  • Building Customized Reports and Dashboard
  • Build Your First Predictive Model
  • Preparing the Dataset for Machine Learning Model
  • Introduction to KNN Algorithm
  • Building Your first KNN model
  • Evaluation Metrics
  • Regression I
  • Regression II
  • Decision Tree
  • Regularization
  • Support Vector Machine
  • Naïve Bayes
  • Bagging
  • Boosting
  • Hyperparameter Tuning
  • Overview of MLOps Modules
  • Kick-Start Your MLOps Journey
  • Overview of Level 1 MLOps
  • Introduction to Deep Learning
  • Understanding the working of Neural Networks
  • Improving Deep Neural Networks
  • Introduction
  • Recap of MLP, CNN, Transfer Learning
  • Overview of pre-trained models
  • Inception
  • ResNets
  • DenseNets
  • Introduction to Object Detection
  • Naive Approach for Object Detection
  • Region Based Convolutional Neural Network
  • Single Stage Networks
  • Face Detection
  • Pose Detection
  • Introduction to Image Segmentation
  • Understanding Deep Learning architectures for Image Segmentation
  • Lane Segmentation for Self Driving Systems
  • Introduction to Image Generation
  • Introduction to NLP
  • Building a basic classification model
  • NLP: Recurrent Neural
  • Attention mechanism and Transformers Network
  • Preparing for LLMs

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Happy Students

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Star Ratings

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Data Science Training FAQs

Upcoming Batch Schedule

WeekDay Batch 1

 

Oracle Integration Cloud training date   

Monday – Saturday

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07:00 AM – 08:00 AM (IST) 

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Monday – Friday

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WeekDay Batch 5

 

date   

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time

08:00 PM – 09:30 PM (IST) 

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