Data Science Training by Experts

;

Our Training Process

Data Science - Syllabus, Fees & Duration

MODULE 1

  • The Data Science Process
  • Apply the CRISP-DM process to business applications
  • Wrangle, explore, and analyze a dataset
  • Apply machine learning for prediction
  • Apply statistics for descriptive and inferential understanding
  • Draw conclusions that motivate others to act on your results

MODULE 2

  • Communicating with Stakeholders
  • Implement best practices in sharing your code and written summaries
  • Learn what makes a great data science blog
  • Learn how to create your ideas with the data science community

MODULE 3

  • Software Engineering Practices
  • Write clean, modular, and well-documented code
  • Refactor code for efficiency
  • Create unit tests to test programs
  • Write useful programs in multiple scripts
  • Track actions and results of processes with logging
  • Conduct and receive code reviews

MODULE 4

  • Object Oriented Programming
  • Understand when to use object oriented programming
  • Build and use classes
  • Understand magic methods
  • Write programs that include multiple classes, and follow good code structure
  • Learn how large, modular Python packages, such as pandas and scikit-learn, use object oriented programming
  • Portfolio Exercise: Build your own Python package

MODULE 5

  • Web Development
  • Learn about the components of a web app
  • Build a web application that uses Flask, Plotly, and the Bootstrap framework
  • Portfolio Exercise: Build a data dashboard using a dataset of your choice and deploy it to a web application

MODULE 6

  • ETL Pipelines
  • Understand what ETL pipelines are
  • Access and combine data from CSV, JSON, logs, APIs, and databases
  • Standardize encodings and columns
  • Normalize data and create dummy variables
  • Handle outliers, missing values, and duplicated data
  • Engineer new features by running calculations • Build a SQLite database to store cleaned data

MODULE 7

  • Natural Language Processing
  • Prepare text data for analysis with tokenization, lemmatization, and removing stop words
  • Use scikit-learn to transform and vectorize text data
  • Build features with bag of words and tf-idf
  • Extract features with tools such as named entity recognition and part of speech tagging
  • Build an NLP model to perform sentiment analysis

MODULE 8

  • Machine Learning Pipelines
  • Understand the advantages of using machine learning pipelines to streamline the data preparation and modeling process
  • Chain data transformations and an estimator with scikit learns Pipeline
  • Use feature unions to perform steps in parallel and create more complex workflows
  • Grid search over pipeline to optimize parameters for entire workflow
  • Complete a case study to build a full machine learning pipeline that prepares data and creates a model for a dataset

MODULE 9

  • Experiment Design
  • Understand how to set up an experiment, and the ideas associated with experiments vs. observational studies
  • Defining control and test conditions
  • Choosing control and testing groups

MODULE 10

  • Statistical Concerns of Experimentation
  • Applications of statistics in the real world
  • Establishing key metrics
  • SMART experiments: Specific, Measurable, Actionable, Realistic, Timely

MODULE 11

  • A/B Testing
  • How it works and its limitations
  • Sources of Bias: Novelty and Recency Effects
  • Multiple Comparison Techniques (FDR, Bonferroni, Tukey)
  • Portfolio Exercise: Using a technical screener from Starbucks to analyze the results of an experiment and write up your findings

MODULE 12

  • Introduction to Recommendation Engines
  • Distinguish between common techniques for creating recommendation engines including knowledge based, content based, and collaborative filtering based methods.
  • Implement each of these techniques in python.
  • List business goals associated with recommendation engines, and be able to recognize which of these goals are most easily met with existing recommendation techniques.

MODULE 13

  • Matrix Factorization for Recommendations
  • Understand the pitfalls of traditional methods and pitfalls of measuring the influence of recommendation engines under traditional regression and classification techniques.
  • Create recommendation engines using matrix factorization and FunkSVD
  • Interpret the results of matrix factorization to better understand latent features of customer data
  • Determine common pitfalls of recommendation engines like the cold start problem and difficulties associated with usual tactics for assessing the effectiveness of recommendation engines using usual techniques, and potential solutions.

Download Syllabus - Data Science
This syllabus is not final and can be customized as per needs/updates
 
10000+
20+
50+
25+

Data Science Jobs in Lismore

Enjoy the demand

Find jobs related to Data Science in search engines (Google, Bing, Yahoo) and recruitment websites (monsterindia, placementindia, naukri, jobsNEAR.in, indeed.co.in, shine.com etc.) based in Lismore, chennai and europe countries. You can find many jobs for freshers related to the job positions in Lismore.

  • Data Scientist
  • Data Analyst
  • Data Engineer
  • Data Storyteller
  • Machine Learning Scientist
  • Machine Learning Engineer
  • Business Intelligence Developer
  • Database Administrator
  • ML Engineer
  • Computer Vision Engineer

Data Science Internship/Course Details

Data Science internship jobs in Lismore
Data Science Exercises, tasks, and projects that are completed in real-time 24 hours a day, 7 days a week, A large network of like-minded newbies, an industry-recognized intellipaat credential, and individualized employment support Several data scientist responsibilities are listed below. A Data Scientist is a highly skilled someone with advanced mathematical, statistical, scientific, analytical, and technical abilities who can prepare, clean, and validate organized and unstructured data for industries to utilize in making better decisions. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. To find trends and patterns, use algorithms and modules. You'll have a personal mentor who will keep track of your development. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Today's Data Scientists must possess a wide range of abilities, including the ability to work with large amounts of data, parse that data, and translate it into an easily comprehensible format from which business insights may be drawn. Effectively analyze both organized and unstructured data Create strategies to address company issues. Identify and collect data from data sources. There are numerous reasons why you should take this course.

Meet a Few of our Industry Experts 🚀 Your Pathway to IT Career

Gayatri

Mobile: +91 98474 90866
Location: Maharashtra, Online (Lismore)
Qualification: B.Tech

Experience: knowledge about software testing manual testing SDLC STLC sanity smoke testing and writing the test cases regression testing integration testing  more..

Prabhakaran

Mobile: +91 91884 77559
Location: Thousand lights, Chennai, Online (Lismore)
Qualification: MCA

Experience: Hi this is Prabhakaran I have 2 years of experience as a Software testing Engineer I have worked 2 project  more..

Priyanka

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Lismore)
Qualification: 12 pass

Experience: C programming language Python programming language  more..

Vishal

Mobile: +91 8301010866
Location: Lucknow, Online (Lismore)
Qualification: B.tech

Experience: I know python Html CSS and WordPress I have 1 yera experience in this field and total 6 year experience  more..

Feba

Mobile: +91 89210 61945
Location: Kollam, Online (Lismore)
Qualification: BCA

Experience: Java Python C C++ html php and now I am pursuing MCA  more..

Bhavya

Mobile: +91 91884 77559
Location: Haryana, Online (Lismore)
Qualification: Masters in design uxui

Experience: My name is Bhavya Mehta and I am a 4th semester student at Chitkara University majoring in UXUI I have  more..

Prakash

Mobile: +91 9446600368
Location: Dehradun, Online (Lismore)
Qualification: BTech

Experience: I have 3 year experience as a WordPress developer I hava also knowledge of css bootstrap jquery Shopify  more..

Bhumika

Mobile: +91 91884 77559
Location: surat, Online (Lismore)
Qualification: BE Computer Eng.

Experience: I have 4 5 year experience in wordpress Developer | Resume for   more..

ARAVA

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Lismore)
Qualification: B.Tech

Experience: Python developer Python:1 year Oops: 1 year MySQL:6months Django:6 months Html:6 months Css: 6months Javascript:6 months  more..

Allen

Mobile: +91 89210 61945
Location: Kerala, Online (Lismore)
Qualification: BCA

Experience: I have worked in Spacedot trade company for 9 months Skills: good in html SQL python Able to handle English  more..

Athul

Mobile: +91 89210 61945
Location: Kerala, Online (Lismore)
Qualification: B Tech Mechanical Engineering

Experience: I am a fresher Test engineer with 6 months of experience in manual testing Knowledge of various SDLC models Test  more..

Anjitha

Mobile: +91 89210 61945
Location: Kerala, Online (Lismore)
Qualification: Masters in Botany

Experience: A postgraduate in Science with one year experience as a school teacher Skills are Good communication skill curriculum development online  more..

Yogesh

Mobile: +91 91884 77559
Location: Maharashtra, Online (Lismore)
Qualification: BA

Experience: 2 year exp in power bi tableu python advanced excel jupyter notebook  more..

Ramalakshmi

Mobile: +91 8301010866
Location: Kovilpatti , Online (Lismore)
Qualification: BE

Experience: React js React Native Bootstrap Material Ui Ant design  more..

Shruthi

Mobile: +91 89210 61945
Location: Telangana, Online (Lismore)
Qualification: B.Tech

Experience: I have three plus years of experience in Manual testing performance testing functional testing sdlc stlc jmeter SQL |   more..

Divya

Mobile: +91 98474 90866
Location: Asansol, Online (Lismore)
Qualification: B.tech(Information Technology)

Experience: I am currently searching for a job position as a software developer role and I knew that you would be  more..

Jigar

Mobile: +91 98474 90866
Location: Gujarat, Online (Lismore)
Qualification: Diploma in information technology

Experience: I have Manual testing and also have c# vb net and Xamrin development experience |   more..

Manikandan

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Lismore)
Qualification: BCA

Experience: I have learned python certified and I know django framework and HTML and CSS MySQL also |   more..

Kaveri

Mobile: +91 89210 61945
Location: Nashik, Online (Lismore)
Qualification: MCA

Experience: Python Django Tableau SQL Experience in python with data science Use some Library to performe Different Task Create Web Application  more..

jyothi

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Lismore)
Qualification: b/tech

Experience: Programming Languages C C++ and basic Java Computer MS Office Operating System Windows Electronic design Packages Matlab b2 spice  more..

dharmendra

Mobile: +91 9446600368
Location: Bangalore , Online (Lismore)
Qualification: BFA

Experience: Print Media Adobe illustrator Photoshop animatic Premiere Pro Adobe after effects Blender3D Spine 2D UI design Figma   more..

Naveen

Mobile: +91 8301010866
Location: Rajasthan, Online (Lismore)
Qualification: Bachelors in technology

Experience: Equiped with the skills like power point online teaching geography content development and social studies and having a total working  more..

Chandu

Mobile: +91 98474 90866
Location: Kerala, Online (Lismore)
Qualification: Diploma in civil engineering

Experience: VAPT Ethical hacking Cybersecurity Web and mobile application security testing XDR MDR EDR monitoring Email security Redteaming purple teaming incident  more..

harsh

Mobile: +91 91884 77559
Location: surat, Online (Lismore)
Qualification: graduation completed

Experience: flutter developer  more..

CHETHAN

Mobile: +91 91884 77559
Location: Karnataka, Online (Lismore)
Qualification: BCA

Experience: Web development SQL Python Python coding Django 6 months of experience  more..

ANAGHA

Mobile: +91 8301010866
Location: Kerala, Online (Lismore)
Qualification: Mca

Experience: My skills are Python html css javascript bootstrap jQuery django flask sqlite3 I have 6 month experience as a python  more..

Swapnil

Mobile: +91 8301010866
Location: Maharashtra, Online (Lismore)
Qualification: Mca

Experience: Frontend development html css Adobe photoshop illustrated  more..

Avijit

Mobile: +91 91884 77559
Location: West Bengal, Online (Lismore)
Qualification: B. Sc

Experience: Advance excel ms office internet c c++ java scratch qbasic logo vb6 bb Net asp sql sql server php html  more..

Sanidhi

Mobile: +91 8301010866
Location: Jammu and Kashmir, Online (Lismore)
Qualification: M.Sc/B.ed

Experience: Total 5 years of experience in teaching Biology and 2 years of experience in online teaching to students across the  more..

Mukul

Mobile: +91 98474 90866
Location: Delhi, Online (Lismore)
Qualification: BCA

Experience: Problem-Solving: Strong analytical and problem-solving skills to troubleshoot and resolve issues efficiently Agile Methodologies: Familiar with Agile development practices to  more..

Manasi

Mobile: +91 91884 77559
Location: Karnataka , Online (Lismore)
Qualification: Bca

Experience: Good in typing expert in language like c c++ python  more..

SAI

Mobile: +91 9446600368
Location: Maharashtra, Online (Lismore)
Qualification: 3rd year diploma in mechanical

Experience: I'm a graphic designer with over 5 years of experience in the industry I'm a graphic designer who specializes in  more..

Nithinraj

Mobile: +91 9895490866
Location: Kochi, Online (Lismore)
Qualification: BA Animation and Graphic Design

Experience: Skilled at graphic design for web and print image correction illustration typography logos Branding - ensuring design assets follow brand  more..

Kavya

Mobile: +91 98474 90866
Location: Telangana, Online (Lismore)
Qualification: Btech graduation(ECE)

Experience: I have 1 + years of experience in flutter app development My skills are dart programming flutter statemanagement like getx  more..

S

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Lismore)
Qualification: Bsc

Experience: Manual testing SQL Automation(selenium) core java | Resume for   more..

Vineetha

Mobile: +91 9895490866
Location: Kerala, Online (Lismore)
Qualification: PhS

Experience: python data science artificial intelligence machine learning| Application for Python Data Science Machine Learning Artificial Intelligence  more..

Alinta

Mobile: +91 91884 77559
Location: Kerala, Online (Lismore)
Qualification: MCA

Experience: 2 years experience in manual testing including Mobile(ios & Android) and web testing  more..

Abirami

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Lismore)
Qualification: BE ECE

Experience: Hello there This is Abirami Janarthanan a designer by profession and minimalist by personality:) At the workplace I like being  more..

Aparna

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Lismore)
Qualification: M.c.a.

Experience: 1 Proficiency in writing automated test scripts using Selenium WebDriver with Java 2 Strong understanding of software testing principles and  more..

Sadaf

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Lismore)
Qualification: 10th qualified from IGCSE board and IB diploma program graduate

Experience: I have experieinced IGCSE since I myself graduated from igcse school and I did 12th from IB board I have  more..

Chanchal

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Lismore)
Qualification: BTech

Experience: Skills python Django restapi java html css   more..

Ekta

Mobile: +91 98474 90866
Location: Gujarat, Online (Lismore)
Qualification: Bachelor of engineering

Experience: Flutter flutterflow android team lead strategic planning time management  more..

sakshi

Mobile: +91 91884 77559
Location: Maharashtra, Online (Lismore)
Qualification: B tech

Experience: I have good knowledge of data cleaning and data analytics and other the knowledge of testing related |   more..

Sheeba

Mobile: +91 9446600368
Location: Chennai, Online (Lismore)
Qualification: MSc COMPUTER SCIENCE

Experience: Skills : manual testing SDLC STLC Python SQL functionality testing non functionality Testing test cases test scenarios block box testing  more..

Jaspal

Mobile: +91 8301010866
Location: Sambalpur, Online (Lismore)
Qualification: Bcom

Experience: Windows server admin citrix zen app admin firewall and router configuration Lan and wan configuration wondows os support and troubleshootingApplication  more..

DhebaRam

Mobile: +91 98474 90866
Location: Rajasthan, Online (Lismore)
Qualification: MCA

Experience: I am a flutter developer I have 2+ years experience in flutter I have currently looking flutter freelance work on  more..

Rafiya

Mobile: +91 91884 77559
Location: Karnataka, Online (Lismore)
Qualification: B.Sc B.Ed

Experience: Greetings I am Rafiya Zama B Sc B Ed graduate looking forward to serve in your esteemed organisation as a  more..

Sowmya

Mobile: +91 91884 77559
Location: Telangana, Online (Lismore)
Qualification: Msc

Experience: Manual testing knowledge about aws and I don't have any experience but I do projects in the learning time I  more..

Muhammed

Mobile: +91 9895490866
Location: Maharashtra, Online (Lismore)
Qualification: Bsc computer science

Experience: python django react js redux DRF Docker aws  more..

Navpreet

Mobile: +91 9446600368
Location: Punjab, Online (Lismore)
Qualification: B.tech

Experience: Business management team leader business consultant business development manager business analysis skills ! Experience 6 years as a business consultant  more..

Revathi

Mobile: +91 91884 77559
Location: Hyderabad, Online (Lismore)
Qualification: B.Tech

Experience: php python mysql djangoApplication for Python Django  more..

K.M.ABINESH

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Lismore)
Qualification: Cad design

Experience: CAD design and solid work  more..

Babita

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Lismore)
Qualification: BE.d in Maths & Science

Experience: Experience: 14 years teaching Maths Science Social Studies Hindi & English Awards: 2-time House of the Year winner Skills: -  more..

Deepali

Mobile: +91 8301010866
Location: Maharashtra, Online (Lismore)
Qualification: BE

Experience: Manual testing basic of automation testing HTML css linux |   more..

Vivek

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Lismore)
Qualification: mca

Experience: php wordpress api |   more..

Preeti

Mobile: +91 89210 61945
Location: Karnataka, Online (Lismore)
Qualification: BE

Experience: Manual testing SDLC STLC SQL  more..

vikas

Mobile: +91 91884 77559
Location: pune, Online (Lismore)
Qualification: MBA

Experience: python data science artificial intelligence machine learning| Application for Python Data Science Machine Learning Artificial Intelligence  more..

souvik

Mobile: +91 98474 90866
Location: West Bengal, Online (Lismore)
Qualification: 12th

Experience: As a graphic designer I create visually stunning and engaging designs tailored to meet clients' needs My expertise includes crafting  more..

Neha

Mobile: +91 89210 61945
Location: Chandigarh, Online (Lismore)
Qualification: MCA

Experience: Manual testing automation testing Application for Software Testing  more..

Disha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Lismore)
Qualification: Bachelor in Arts and advanced diploma in information Security

Experience: Vulnerability assessment Vulnerability management Vapt Web penetration testing Network security Monitoring  more..

Success Stories

The enviable salary packages and track record of our previous students are the proof of our excellence. Please go through our students' reviews about our training methods and faculty and compare it to the recorded video classes that most of the other institutes offer. See for yourself how TechnoMaster is truly unique.

Photos of Training / Internships

Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore
Internship/projects in lismore

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer