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 Los Angeles

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

  • 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 Los Angeles
Data Science There are numerous reasons why you should take this course. 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 Los Angeles. The Data Science Process, Communicating with Stakeholders, Software Engineering Practices, Object-Oriented Programming, Web Development, ETL Pipelines, Natural Language Processing, Machine Learning Pipelines, Experiment Design, Statistical Concerns of Experimentation, A/B Testing, and Introduction to Recommendation Engines are some of the topics covered in. You'll have a personal mentor who will keep track of your development. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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 Los Angeles. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Identify and collect data from data sources. Creative thinking, problem-solving skills, curiosity, and a drive to learn about and investigate industry trends and development, as well as teamwork, are among the soft skills required by data scientists. 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.

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

Mehak

Mobile: +91 9895490866
Location: Delhi, Online (Los Angeles)
Qualification: graduate

Experience: I am writing to express my enthusiasm for the graphic designer position As a recent graduate I am excited to  more..

soujanya

Mobile: +91 91884 77559
Location: Karnataka, Online (Los Angeles)
Qualification: BE

Experience: I have key skills in - C python mysql IOT   more..

ashish

Mobile: +91 89210 61945
Location: Dehradun, Online (Los Angeles)
Qualification: Mca

Experience: Iam a Flutter developer having 3 years of experience | Resume for   more..

Satya

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Los Angeles)
Qualification: MCA

Experience: SQL manual testing agile methodologies   more..

Khernar

Mobile: +91 8301010866
Location: Gujarat, Online (Los Angeles)
Qualification: Bca

Experience: I Have Graduated in BCA in 2023 Basic C language Java Android studio python asp net html-css this Are language  more..

shikha

Mobile: +91 91884 77559
Location: Haryana, Online (Los Angeles)
Qualification: b.tech

Experience: end to end testing functional testing non functional testing test cases test scenario and bugs report jita tool |   more..

Aravindan

Mobile: +91 9895490866
Location: Tirupur, Online (Los Angeles)
Qualification: BE Computer science and engineering

Experience: Odoo and python   more..

Zeeshan

Mobile: +91 91884 77559
Location: Rajasthan, Online (Los Angeles)
Qualification: Undergraduate

Experience: I'm Zeeshan Mushtaq pursuing a B Tech in Computer Science at Mewat University Skills: Java Programming DSA and web development  more..

Sujin

Mobile: +91 9446600368
Location: Kollam, Online (Los Angeles)
Qualification: Btech

Experience: Python and Django Manual and Automation testing  more..

Mahender

Mobile: +91 98474 90866
Location: Telangana, Online (Los Angeles)
Qualification: B.Tech (CSE)

Experience: A fresher Btech graduate in Computer Science Known knowledge in programming languages like : Python HTML CSS SQL JavScript   more..

PANCHAMI

Mobile: +91 91884 77559
Location: Palakkad, Online (Los Angeles)
Qualification: MCA

Experience: Python HTML CSS C Completed Virtual internship in python Application for Python Django  more..

Kavuri

Mobile: +91 98474 90866
Location: Telangana, Online (Los Angeles)
Qualification: undergoing B.tech graduate

Experience: vulnerability assesment penetration testing malware analysis python programming web application penetration testing cybersecurity analyst   more..

Akhil

Mobile: +91 8301010866
Location: Palakkad, Online (Los Angeles)
Qualification: Btech cse

Experience: Hands-on experience in vulnerability assessment and penetration testing both web and network Implementing various security standards in Windows servers Linux  more..

Rahul

Mobile: +91 91884 77559
Location: Maharashtra, Online (Los Angeles)
Qualification: Bachelor of Computer Application

Experience: Html5 css JavaScript python Django MySql  more..

Shanu

Mobile: +91 9895490866
Location: Bhopal, Online (Los Angeles)
Qualification: Mca

Experience: I have completed my python full stack web developer course during course I have learnt about c++ html css python  more..

Rhushikesh

Mobile: +91 91884 77559
Location: pune, Online (Los Angeles)
Qualification: BCA

Experience: Dear Hiring Manager I am submitting my resume for the position of QA Tester As a skilled and highly educated  more..

Abhishek

Mobile: +91 9446600368
Location: Karnataka, Online (Los Angeles)
Qualification: BE

Experience: As a QA Engineer I have gained valuable experience in both manual and automation testing for Mobile and Web Applications  more..

Saurabh

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

Experience: Manual testing Automation Testing Jira Test Case writing Functional and Non functional testing Team work I have good handson in  more..

Tummalapenta

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Los Angeles)
Qualification: MCA

Experience: Test case creation and execution Defect tracking and reporting Regression testing Functional testing Test plan documentation Test strategy development Test  more..

Drisya

Mobile: +91 9446600368
Location: Kerala, Online (Los Angeles)
Qualification: B. E computer science

Experience: Html css JavaScript bootstrap mysql React python django  more..

adarshkatariya

Mobile: +91 9895490866
Location: jabalpur, Online (Los Angeles)
Qualification: B.E.

Experience: manual testing working with trello application  more..

Abdur

Mobile: +91 9446600368
Location: Telangana, Online (Los Angeles)
Qualification: B. E

Experience: Python programming multi-tasking multi-lingual  more..

Abhijit

Mobile: +91 91884 77559
Location: Maharashtra, Online (Los Angeles)
Qualification: BE Electronics & telecommunication

Experience: I have knowledge of automation and manual testing like SDLC STLC Defect life cycle Selenium Maven Agile methodology Python   more..

Pathan

Mobile: +91 91884 77559
Location: Nellore, Online (Los Angeles)
Qualification: BTECH, MBA

Experience: Worked as a freelance graphic designer in Woir software Skills: Adobe Illustrator photoshop In design logo design   more..

mayuri

Mobile: +91 9895490866
Location: sangli, Online (Los Angeles)
Qualification: diploma in computer science

Experience: on page & off page SEO Google Analytics seo on-page optimation keyword research SMO webmaster tools linkbuilding for website   more..

Adavi

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Los Angeles)
Qualification: B.Tech

Experience: I have done one internship as angular developer in hyderabad Now I'm seeking full time opportunitie Waiting for positive response  more..

Manali

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Los Angeles)
Qualification: MCA

Experience: I am writing to express my interest in the Software Test Engineer position in your Company With a solid foundation  more..

Chirag

Mobile: +91 9895490866
Location: Gujarat, Online (Los Angeles)
Qualification: MCA

Experience: I'm an Android & Flutter app developer with over 7 years of experience in this field I am currently Working  more..

Venkatappaiah

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Los Angeles)
Qualification: B. Tech

Experience: Good morning sir Or madam My name is venkatappaiah and I completed graduation in 2023 I have knowledge about python  more..

vamshikrishna

Mobile: +91 9446600368
Location: Telangana, Online (Los Angeles)
Qualification: BTech

Experience: Developing REST APIs with Serverless framework Python Node js and AWS Lambda Utilizing the Pandas library to extract and manipulate  more..

Ajeet

Mobile: +91 8301010866
Location: New Delhi, Online (Los Angeles)
Qualification: B-tech

Experience: my skills html and css jQuery bootstraps cms like wordpress Shopify Zoho CRM wordpress frontend and backend php I have  more..

Chetan

Mobile: +91 9895490866
Location: Telangana, Online (Los Angeles)
Qualification: BBA

Experience: Mobile test engineer functional testing ui testing api testing regression integration  more..

Aamir

Mobile: +91 9446600368
Location: Rajasthan, Online (Los Angeles)
Qualification: M.A

Experience: I have 7 years experience in graphic design  more..

Sreelakshmi

Mobile: +91 98474 90866
Location: N.Paravur, Online (Los Angeles)
Qualification: MCA

Experience: Six months internship in python DjangoApplication for Python Django  more..

Saranya

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Los Angeles)
Qualification: MBA (HR and Finance)

Experience: Well play my role Always perform to company development  more..

Pavithra.P

Mobile: +91 89210 61945
Location: Erode, Online (Los Angeles)
Qualification: M.E

Experience: Manual testing Automation testing Selenium testcases STLC TestNG Java Git SDLC  more..

Fathima

Mobile: +91 9446600368
Location: Kerala, Online (Los Angeles)
Qualification: Btech

Experience: Dear hiring manager I am Fathima Suhra Btech degree in electronics and communication after i joined bootcamp for enhancing softwear  more..

Divyadharshan

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Los Angeles)
Qualification: BCA

Experience: Skills are learned abilities or talents that enhance an individual's capacity to perform tasks solve problems or achieve goals *Categories  more..

Afridha

Mobile: +91 91884 77559
Location: Chennai, Online (Los Angeles)
Qualification: M a fine art design

Experience: I have a 2 years experience as a graphic designer and did some freelance designing job also My skills include  more..

Rohit

Mobile: +91 89210 61945
Location: Hubli, Online (Los Angeles)
Qualification: B.E

Experience: Python creo for design 2D 3D   more..

Akshaya

Mobile: +91 89210 61945
Location: Palakkad, Online (Los Angeles)
Qualification: MCA

Experience: I have already did a course in python django Iam also familiar with HTML CSS SQL JS I am confident  more..

Syamjith

Mobile: +91 98474 90866
Location: Kannur , Online (Los Angeles)
Qualification: BSC Computer Science

Experience: 1 year and 3 months of experience in core python software development Application for Python Django  more..

Nasna

Mobile: +91 98474 90866
Location: Kerala, Online (Los Angeles)
Qualification: BCA, certified in Software testing

Experience: Multitasking Manual testing App testing Ui testing |   more..

vidyarthi

Mobile: +91 98474 90866
Location: Bihar, Online (Los Angeles)
Qualification: Masters

Experience: SDLC STLC unit testing functional testing test secnerio test case API jira postman basic in sql  more..

Abhishek

Mobile: +91 89210 61945
Location: Delhi, Online (Los Angeles)
Qualification: B.tech

Experience: Currently working on solar Edge software courses completed Autocad and solid work I have 1 2 year in solar design  more..

Anshul

Mobile: +91 9446600368
Location: Maharashtra, Online (Los Angeles)
Qualification: B tech

Experience: Software developer and tester |   more..

Deeksha

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Los Angeles)
Qualification: Master's in Computer Science

Experience: I am a skilled UI UX developer with expertise in HTML CSS JavaScript and Bootstrap complemented by a solid foundation  more..

KARTHIKA

Mobile: +91 9446600368
Location: Kerala, Online (Los Angeles)
Qualification: MSc BEd Mathematics

Experience: Teaching Experience: 3 years of experience teaching Mathematics including curriculum planning and classroom management Strong Educational Background: MSc in Mathematics  more..

Mahithamol

Mobile: +91 89210 61945
Location: Kerala, Online (Los Angeles)
Qualification: M.Sc computer science

Experience: I am Complete manual testing as the part of the software testing course   more..

Amarnath

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Los Angeles)
Qualification: Graduate B.Sc.

Experience: I can teach Science and maths form class 6-10 and physics and chemistry for intermediate I can teach HTML CSS  more..

vandana

Mobile: +91 9446600368
Location: Gujarat, Online (Los Angeles)
Qualification: MCA

Experience: Javascript react html css bootstrap |   more..

akshay

Mobile: +91 9895490866
Location: Pune , Online (Los Angeles)
Qualification: Bsc ECS

Experience: Django python HTML5 CSS javascript MySQL phpmyadmin bootstrap etcApplication for Python Django  more..

Rushikesh

Mobile: +91 9895490866
Location: Mumbai, Online (Los Angeles)
Qualification: Bsc it

Experience: Manual testing Api testing SQL Java | Resume for   more..

Siva

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Los Angeles)
Qualification: Bachelor of Engineering

Experience: Python Linux networking AWS Cloud and DevOps I'm worked in LMES as a STEM Educator and I worked in python  more..

Jegathesh

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Los Angeles)
Qualification: BCA

Experience: I bring a strong foundation in Python programming and a passion for continuous learning and problem-solving I have completed projects  more..

Matruprasad

Mobile: +91 9895490866
Location: Odisha, Online (Los Angeles)
Qualification: B.tech

Experience: I have total 1 2 years of experience in software testing i have knowledge on manual automation testing API SQL  more..

Adnan

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Los Angeles)
Qualification: B.tech

Experience: Skill-Software testing Sql HTML Css Experience-Fresher |   more..

VINAY

Mobile: +91 9895490866
Location: Bangalore, Online (Los Angeles)
Qualification: BE in Civil engineering

Experience: Automation functional test script using Cucumber Scenarios and selenium WebDriver using Java programming language  more..

Vinit

Mobile: +91 9895490866
Location: Gujarat, Online (Los Angeles)
Qualification: B.Tech IT

Experience: Over 2 years of experience in flutter I work on lots of live project Working close to clients and CEO  more..

Ayush

Mobile: +91 8301010866
Location: Jammu and Kashmir, Online (Los Angeles)
Qualification: B.E.(IT)

Experience: Skills & Experience: • Proficient in Python for machine learning model development and data analysis • Knowledgeable in HTML CSS  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 los-angeles
Internship/projects in los-angeles
Internship/projects in los-angeles
Internship/projects in los-angeles
Internship/projects in los-angeles
Internship/projects in los-angeles
Internship/projects in los-angeles
Internship/projects in los-angeles
Internship/projects in los-angeles
Internship/projects in los-angeles

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer