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 Aali

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 Aali, chennai and europe countries. You can find many jobs for freshers related to the job positions in Aali.

  • 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 Aali
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. 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. The top Data Science course online for professionals who wish to expand their knowledge base and start a career in this industry is NESTSOFT in Aali. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. 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. You may learn all of the skills and talents required to become a data scientist by enrolling in the top data science online courses in Aali. Identify and collect data from data sources. Data Science provides a diverse set of tools for analyzing data from a range of sources, including financial records, multimedia files, marketing forms, sensors, and text files. 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.

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

Reena

Mobile: +91 89210 61945
Location: Madhya Pradesh, Online (Aali)
Qualification: Post graduate

Experience: Skills and Experience: 1 Proficient in creating engaging lesson plans tailored to individual student needs 2 Effective communication skills for  more..

DILSHA

Mobile: +91 91884 77559
Location: Kerala, Online (Aali)
Qualification: MSc chemistry

Experience: ACHIEVEMENTS: *Successfully submitted a project report on the topic "Spectroscopic Applications in Forensic Science" during my master's program working under  more..

Akshay

Mobile: +91 89210 61945
Location: Thiruvananthapuram, Online (Aali)
Qualification: BA Economics

Experience: Manual testing Mysql Java Automation testing Cucumber Test NG Appium Jmeter Postman Api  more..

SATHEESHKUMAR

Mobile: +91 91884 77559
Location: Kumbakonam-Tamilnadu, Online (Aali)
Qualification: Bsc.IT

Experience: Senior System Administrator -11 years Windows server and network firewall vmware Hard wareApplication for System Administration Server Admin  more..

Sharol

Mobile: +91 91884 77559
Location: Panayikulam, Online (Aali)
Qualification: BCA

Experience: Good knowledge of manual and automation testing Basic knowledge of computer programming language C C++ HTML JAVA PHP   more..

Satyang

Mobile: +91 91884 77559
Location: Maharashtra, Online (Aali)
Qualification: Bsc.IT

Experience: Html Html5 Css javascript react Nodejs python django SQL mangodb  more..

Sajad

Mobile: +91 9895490866
Location: Kerala, Online (Aali)
Qualification: BAMS

Experience: Experienced graphic designer with 9+ years in film web series branding advertising and t-shirt graphics Proficient in Photoshop adept at  more..

irfan

Mobile: +91 9446600368
Location: Karnataka, Online (Aali)
Qualification: Dipl5

Experience: Logo design brochure design poster design branding packaging design creative problem solving  more..

Tamilarasi

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Aali)
Qualification: B.Tech

Experience: Hi this is Tamilarasi Started with my carrier in software engineer with 3 years of experience I have experience in  more..

Vaibhav

Mobile: +91 9446600368
Location: Maharashtra, Online (Aali)
Qualification: BCA

Experience: Test Planning and Strategy: Creating a comprehensive plan outlining testing objectives scope resources timelines and deliverables Test Case Design: Developing  more..

Shalini

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Aali)
Qualification: Btech

Experience: • Experience in Kotlin programming language • Experience in Jetpack Compose UI • Experience in Graphql implementation using Apollo Client  more..

Archana

Mobile: +91 98474 90866
Location: Kerala, Online (Aali)
Qualification: Btech

Experience: I have a deep understanding of Python programming language and its frameworks such as Django and also self learning quick  more..

Gobinda

Mobile: +91 8301010866
Location: West Bengal, Online (Aali)
Qualification: M.sc,DME,B.tech (3rd year)

Experience: Working at Continental AG I have more than 8years experience in CAD design drawing Now I'm working as a freelancer  more..

Sarathraj

Mobile: +91 98474 90866
Location: Kerala, Online (Aali)
Qualification: MCA

Experience: 3 years of manual testing experience and knowledge in sql  more..

Aromal

Mobile: +91 98474 90866
Location: Kerala, Online (Aali)
Qualification: Diploma

Experience: Enthusiastic Flutter Developer with strong expertise in mobile app development including hands-on experience at Clan LEO Pvt Ltd Proficient in  more..

Rashi

Mobile: +91 91884 77559
Location: Chandigarh, Online (Aali)
Qualification: Bachelor's

Experience: Proficient in illustrator photoshop figma canva after effectsand adobe xd As afresher i eould love to explore in the field  more..

Ajit

Mobile: +91 8301010866
Location: Maharashtra, Online (Aali)
Qualification: Pg dac

Experience: 3 3 years of experience as a dot net developer  more..

Nisha

Mobile: +91 8301010866
Location: Maharashtra, Online (Aali)
Qualification: BTech computer science Engineering

Experience: I have 1 2 year experience in Manual Testing I working in education and Banking domain project Skills - Manual  more..

Jhilik

Mobile: +91 91884 77559
Location: West Bengal, Online (Aali)
Qualification: BFA

Experience: Social media posts Print media work (hoarding banner poster leaflet menu card design visiting card logo browser etc Typography Children  more..

Diana

Mobile: +91 91884 77559
Location: Maharashtra, Online (Aali)
Qualification: Bachelor's of Engineering

Experience: Currently working as stem and robotics teacher have hands-on experience for topics like robotics scratch programming amd many more  more..

Mahijith

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Aali)
Qualification: Bachelor's

Experience: Full Stack Developer I have worked as a web designer and developer for a client  more..

Mohammed

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Aali)
Qualification: B.tech

Experience: Hi I am M M Muneeb I am a web developer I have experience in HTML Javascript React js CSS  more..

Nikund

Mobile: +91 8301010866
Location: Gujarat, Online (Aali)
Qualification: MCA

Experience: I have total 5 year of exp in angular and node js I have worked angular 2 to 11   more..

PAVITHRA

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Aali)
Qualification: B.sc physics

Experience: i am fresher i learned some skills are python pycharm ide tkinter gui sqlite3 database  more..

Harshad

Mobile: +91 91884 77559
Location: Maharashtra, Online (Aali)
Qualification: Graduate

Experience: I have completed my certification in software testing i have knowledge java selenium gray box testing |   more..

sruthy

Mobile: +91 9446600368
Location: Maharashtra, Online (Aali)
Qualification: MCA

Experience: php wordpress javascript html css  more..

sabiha

Mobile: +91 9895490866
Location: Noida, Online (Aali)
Qualification: BTech

Experience: 4 years of total experience in python and django developmentApplication for Python Django  more..

Karan

Mobile: +91 89210 61945
Location: Rajasthan, Online (Aali)
Qualification: Master of Commerce

Experience: As a teacher my skills and experience include: 1 Strong communication skills: I excel in effectively conveying complex information to  more..

Priyansu

Mobile: +91 91884 77559
Location: Odisha, Online (Aali)
Qualification: MCA

Experience: I am skilled in Python JavaScript HTML CSS and JavaScript libraries like React I am proficient in CSS frameworks like  more..

Samiksha

Mobile: +91 98474 90866
Location: Maharashtra, Online (Aali)
Qualification: BE

Experience: Written test case execution of test cases cucumber testNg API testing |   more..

Ankita

Mobile: +91 8301010866
Location: Nashik, Online (Aali)
Qualification: BE ENTC

Experience: Software testing course completed have good knowledge about manual and automation testing java programming jira eclipse sql  more..

ANOSH

Mobile: +91 98474 90866
Location: guruvayoor, Online (Aali)
Qualification: Bscinformation security and digital forensic

Experience: C programming Networking Linux N map Metasploit Framework operating system analysis HTML Css python VScodeApplication for Ethical Hacking  more..

RAJESH

Mobile: +91 98474 90866
Location: West Bengal, Online (Aali)
Qualification: MCA

Experience: Exparience - 5 years + Skill -VMware ISILON Juniper aruba Cisco Nexus 9000 switch configuration (DS and Edge) Access point  more..

Vaishnavi

Mobile: +91 91884 77559
Location: Jaipur , Online (Aali)
Qualification: Bachelors in fashion design

Experience: Knows how to sketch and designing on illustrator like fashion illustrations print design portrait sketching etc Knows photo editing on  more..

Shubhi

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Aali)
Qualification: bca

Experience: python Mysql Sql html and css |   more..

shubham

Mobile: +91 91884 77559
Location: Delhi, Online (Aali)
Qualification: BCA

Experience: I am responsible for take care of the application task what ever I have to provided by organization I have  more..

Richesterfield

Mobile: +91 91884 77559
Location: Meghalaya, Online (Aali)
Qualification: M.A Journalism and Mass Communication

Experience: Anchor Audio editing script writing advertisement design |   more..

Kutala

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Aali)
Qualification: B.tech

Experience: SQL SSIS Manual testing |   more..

Shaswat

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Aali)
Qualification: Btech CSE cyber security

Experience: Networking Administrator Malware Analysis Vulnerability assessment and pentesting Digital forensics Technical support And have 9 months of experience in seals  more..

Bithika

Mobile: +91 8301010866
Location: West Bengal, Online (Aali)
Qualification: B. Tech in civil engineering

Experience: Currently working as a Architectural Designer in Kolkata I have the skill in AutoCAD design  more..

Gowtham

Mobile: +91 91884 77559
Location: Irijalakuda, Online (Aali)
Qualification: BCA (pursuing)

Experience: Python django react js postgres html css and more I have experience of 4 months in a company as a  more..

kiran

Mobile: +91 9895490866
Location: Mysore , Online (Aali)
Qualification: b.com

Experience: basic computer DTP & Canva Design i have 1 years experience print media solution (private company) in Canva design  more..

Shubham

Mobile: +91 91884 77559
Location: Maharashtra, Online (Aali)
Qualification: Bachelor of Engineering

Experience: Basic understanding of cybersecurity principles including threats and vulnerabilities  Knowledge of common networking protocols  Familiar with the Kali  more..

Sowmya

Mobile: +91 8301010866
Location: Karnataka, Online (Aali)
Qualification: B Tech ( computer science and technology)

Experience: C Java html and CSS and SQL I have certification on selenium webDriver with Java-Basics to Advanced Framework I have  more..

Lakshmi

Mobile: +91 98474 90866
Location: Telangana, Online (Aali)
Qualification: Bachelor's Degree

Experience: Python Django mysql react ja node js JavaScript and 2years experience  more..

Darshan

Mobile: +91 98474 90866
Location: Mumbai, Online (Aali)
Qualification: Master in Computer Application

Experience: Html css js sass wordpress reactjs and responsive website development  more..

Anaha

Mobile: +91 91884 77559
Location: Kerala, Online (Aali)
Qualification: B.tech

Experience: currently completed software testing course   more..

chinnu

Mobile: +91 9446600368
Location: Piravom, Online (Aali)
Qualification: B.Tech

Experience: I am software developer as in laravelApplication for Python Django  more..

krithika

Mobile: +91 91884 77559
Location: Chennai, Online (Aali)
Qualification: BCA

Experience: Have 3+ years of experience in Manual Testing 2 years of experience in Web Browsers and Mobile Applications testing Have  more..

Bharti

Mobile: +91 98474 90866
Location: Maharashtra, Online (Aali)
Qualification: Master of Engineering

Experience: manual testing Api Testing SQL JAVA Selenium cucumber  more..

Vimala

Mobile: +91 89210 61945
Location: Kochi, Online (Aali)
Qualification: Bachelor degree

Experience: I have completed a 4 month traning in full stack developer Application for Python Django  more..

Sparsha

Mobile: +91 91884 77559
Location: Karnataka, Online (Aali)
Qualification: Msc in big data analytics

Experience: Data analytics data visualisation power bi tableau python basics SQL basics excel presentation  more..

Jai

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Aali)
Qualification: Graduation B.sc.

Experience: As an educator with over 5 years of experience I have honed my skills in teaching mathematics and science effectively  more..

Ajith

Mobile: +91 98474 90866
Location: Kollam, Kerala , Online (Aali)
Qualification: B. Com

Experience: Completed 5 month python developer internship at Inmakes Infotech i have a good knowledge in python django mysql github oops  more..

Ansh

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Aali)
Qualification: B.Tech

Experience: Technical Skills Languages: Java Dart Frameworks: Flutter NodeJs ExpressJs Databases: Firebase MongoDB Familiar with: C Python MySQL HTML CSS Javascript  more..

Kezia

Mobile: +91 91884 77559
Location: Kerala, Online (Aali)
Qualification: MSc Data analytics

Experience: As a dedicated and result-oriented Tuition Teacher I have a proven track record of fostering academic excellence and instilling a  more..

Nandhini

Mobile: +91 8301010866
Location: Coimbatore, Online (Aali)
Qualification: BE

Experience: 1) Almost 2 year experience in web development using MERN Stack (MongoDB Express React Node) 2) Proficient knowledge in react  more..

Dalip

Mobile: +91 8301010866
Location: Bhiwani, Haryana, Online (Aali)
Qualification: Diploma

Experience: I am flutter Developer and I have 20 months experience   more..

Olimba

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Aali)
Qualification: B.E CSE

Experience: I have a very good knowledge on networking and data protection Have a knowledge on programming language like java Python  more..

Abhishek

Mobile: +91 91884 77559
Location: banglore, Online (Aali)
Qualification: BE

Experience: Manual testing performance testing Smoke testing Detect Tracking Test cases SQL Database Core java Selenium Application for Software Testing  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 aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer