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Data Science Training Course

Job Oriented Intensive Program

Using multiple disciplines of programming, scientific methods and algorithms to process data in varied forms to extract meaningful information and insight is the primary object of Data Science. A Data Scientist is a person who uses multiple disciplines of programming and complex algorithms to derive creative information out of large data volumes.

At our institute, we understand the dynamic nature of the Data Science Training. Our curriculum covers a wide spectrum of topics, including AI & Data Science all aligned with industry standards and certifications. Whether you choose our offline or online training option, you’ll receive personalized attention and hands-on experience to sharpen your Data Sceince acumen.

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Data Science Training Course Upcoming Batches

Date:

8th July

Time

9:00 AM TO 06:00 PM

Program Duration:

110 Days

Learning Format:

Training

Course Curriculum

Date:

6th July

Time

11:00 AM TO 06:00 PM

Program Duration:

110 Days

Learning Format:

JOIP/I&I

Course Curriculum

India’s #1 Software Training Institute

GCP Google Data Engineer Training
GCP Google Data Engineer Training

Master in Data Science Overview

At Quality Thought, we offer comprehensive Data Science Training courses that cover the entire AI & Data Science techniques. Our courses are meticulously designed to align with standard industry certifications, ensuring that our students are equipped with the most sought-after skills in the field of Data Science.

KEY HIGHLIGHTS

Comprehensive Data Science Fundamentals

Gain a solid foundation in Data Science principles, methodologies, and industry best practices.

Real-World Project Experience

Apply Data Science concepts to real-world projects through hands-on exercises and simulations.

Collaborative Learning Environment

Engage in group discussions and projects to enhance teamwork and problem-solving skills.

Industry-Relevant Case Studies

Analyze case studies from diverse industries to understand data science challenges and solutions.

comprehensive training

Comprehensive Training

Data Science Course Key Features

Skills Covered

Testing Tools Training

Offered Programs

Exclusive Training

JOB ORIENTED INTENSIVE PROGRAM (JOIP)​

INTENSIVE & INTERNSHIP PROGRAM (I&I)

Pre Requisites

Data Science Training is for people for any background. Mathematics, like probability, statistics, algebra, and calculus. Object-oriented programming languages like Java, C, or Python. Structured Query Language (SQL) for database queries.

Course Curriculum

  • Introduction to Jupyter Notebook
  • Getting Started with Data Science
  • Unix Introduction
  • Python Basics
  • Python Introduction
  • Python Data Structure: Lists and Arrays
  • Python: Conditions and Branching
  • Python: Functions and Methods
  • Python: Objects and Classes
  • Practice Questions in Python
  • Introduction to NumPy
  • Linear Algebra in NumPy
  • Seaborn, Matplotlib
  • Project 1: Satellite Image Data Analysis using NumPy
  • Introduction to Pandas
  • Introduction to Probability
  • Probability Distributions
  • Describing Distributions
  • Probability Distribution with Multiple Variables
  • Population and Sample
  • Point Estimate
  • Confidence Interval
  • Hypothesis Testing
  • A/B Testing
  • Derivatives
  • Optimization
  • Gradients
  • Gradient Decent
  • Optimization in Neural Networks
  • Newton Methods
  • System of Linear Equations
  • Elimination Method
  • Row and Row Reduced Echelon form
  • Vector Algebra
  • Linear Transformation
  • Determinants
  • Eigen Values of Eigen Vectors
  • Array
  • String
  • Linked List
  • Searching Algorithm
  • Sorting Algorithm
  • Divide and Conquer Acqu
  • Stack
  • Queue
  • Tree Data Structures
  • Graph Data Structures
  • Dynamic Program
  • Data Acquisition
  • Data Wrangling
  • Data Statistical Analysis, Grouping and Correlation
  • Model Development
  • Model Evaluation and Refinement
  • Getting started in scikit-learn with the famous iris dataset
  • Training a Machine Learning Model with scikit-learn
  • Comparing Machine Learning Models in scikit-learn
  • Data Science Pipeline: Pandas, Seaborn, and scikit-learn
  • Cross-Validation for Parameter Tuning, Model Selection, and Feature Selection
  • Efficiently Searching for Optimal Tuning Parameters
  • Evaluating a Classification Model: Confusion Matrix and ROC
  • Basic Plotting for Data Visualisation
  • Data Manipulation for Visualisation
  • 1D Data Analysis: Histograms, Boxplots, and Violin Plots
  • Project 2: Visualization of world GDP and carbon dioxide emission
  • Project 3: Using Folium Library for Geographic Overlays
  • Introduction to Power-Bi
  • Data Extraction Process
  • Data Transformations
  • Data Modeling and DAX
  • Data Visualization with Analytics
  • Power-Bi, Q&A & Data Insights
  • Simple Linear Regression
  • Multiple Linear Regression
  • Non-Linear Regression
  • Regression Methods
  • Ridge Regression and Lasso Regression
  • Linear Regression and Decision Tree Regression
  • Random Forest Regression
  • Logistic Regression
  • Decision Tree Classification
  • Random Forest Classification
  • Boosting Algorithms
  • Bagging
  • K- Nearest Neighbours Classification
  • Naive Bayes Classification
  • K-Means Clustering
  • Hierarchical Clustering
  • K-Means and Hierarchical Clustering on the same dataset
  • Density-Based Spatial Clustering of Applications with Noise (DB-SCAN) Support Vector Machines & Regression
  • Principal Component Analysis (PCA)
  • Applying Principal Component Analysis on Handwritten Digits Dataset
  • Market Basket Analysis
  • Evaluate the speed, runtime and memory dependencies of algorithmic models Parallel computing systems such as SISD (Single Instruction Single Data Stream), SIMD (Single Instruction Multiple Data Streams), MISD (MultipleInstructions Single Data Stream), MIMD (Multiple Instructions Multiple DataStreams)
  • How to use coding tools
  • Create, review and execute unit test cases Corrective and Preventive actions for problems and defects can improve future designs
  • Measure and Optimize performance of algorithm
  • Deployment of the Models
  • Recently Placed Students

    100% Placement success rates in the placements for skilled people

    anil kumar

    anil kumar

    NCR Corporation

    N Rama Debi

    N rama devi

    CraftAny IT Solutions

    Syam Kumar

    N Syam Kumar

    CAW studios

    testing tools (6)

    d vennala

    CraftAny IT Solutions

    sai

    g roshan sai

    CraftAny IT Solutions

    p divya

    p divya

    jd sports fashion

    testing tools (15)

    n sarath kumar

    accion labs

    pranay

    pranay samkuri

    NCR corporation

    testing tools (13)

    akhil

    NCR corporation

    syed sohail

    syed sohail

    infogain

    pranay

    Eshwar karthik

    Ducare Pvt Ltd

    vijay

    m vijay

    Ducare Pvt Ltd

    gayatri

    m gayathri

    crisil

    santi kumar

    satya shanti kumar

    people tech group

    testing tools (19)

    d chandra shekar

    accion labs

    testing tools

    t sai sankar

    code tru

    testing tools

    mounika

    suja association

    testing tools

    s swami naidu

    starX india pvt. ltd

    testing tools (22)

    navya

    vilja tech

    testing tools

    t parimala

    crisil

    Our Students Are Placed In

    Why Choose Quality Thought

    100% Success Rates in the Placement for Skilled People

    A gate way to your🤔 Bright Future in the IT industry

    Connect with us for Life-changing opportunities

    Testimonials

    Data Science is a new and emerging technology and I’m very happy to have decided to do this program with Quality Thought. They really did justice to the training.

    Sumanth

    I took part in the Data Science training program recently and it was conducted very well. The faculty was very good and helped us understanding all the topics nicely.

    Shivani

    Attended Data Science training with Quality Thoughts recently. The program was really good and informative and the faculty was also good and did a great job.

    Anup

    The Data Science training program at Quality Thoughts is simply superb. I underwent the program recently and I’m very satisfied with the high quality delivery.

    Sakshi

    Key Facts Of Quality Thought

    Job Oriented Intensive Program (JOIP)

    50000+ Students Trained

    15000+ Students Placed at Different Levels

    Training by Realtime Industry Experts

    Tie Up With 250+ Compaines

    Educated 15+ BPO & Back Office/Ops on IT Trends

    Certification

    GCP Cloud Data Engineer

    Frequently asked questions

    Students can benefit from our State-of-the-art lab infrastructure facilities at all our training centers across the city. Our lab facilities are available throughout the day on all working days. For our online students, they can connect to our servers and other lab facilities over the internet and practice. These facilities are available 24X7.

    If the student misses out on attending any session, he or she can re-attend the session by:
    1. Attending the same session in another batch if the student is attending the classroom-based session.
    2. For online sessions, recording of the classes can be accessed by the student at all times to help revisit and listen the sessions missed out.

    All our trainers are real-time industry experts with a minimum of 10+ years of experience. Complete profiles of our trainers are available for review at our center and students are free to come interact with them and learn more about them, before enrolling for programs.
    All training programs conducted by Quality Thought are available in 3 modes, instructor-based classroom programs, instructor-based live online training, and self-paced video-based training. Students can choose

    All discounts are subject to a case-to-case basis. Please feel free to meet our administration staff to have a better discussion on the same. We do offer a variety of discounts and concessions to our students coming in from different backgrounds.
    For all corporate training requirements please feel free to get in touch with our administration staff managing corporate marketing and interaction. We have of the finest programs and offer to corporate with best-in-class programs.

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