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 Bendigo

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

  • 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 Bendigo
Data Science Experts provide immersive online instructor-led seminars. 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. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. 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. 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 Bendigo. . Identify and collect data from data sources. You'll have a personal mentor who will keep track of your development.

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

yukta

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bendigo)
Qualification: msc

Experience: Manual testing Automation Testing(selenium) SQL core java API Postman  more..

Adarsh

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Bendigo)
Qualification: Bachelor

Experience: Html css javascript python django ms excel ms word database management dbms | (Work from Home)  more..

Dipti

Mobile: +91 8301010866
Location: Ahmedabad, Gujarat, Online (Bendigo)
Qualification: BCA

Experience: With 3 years of experience I specialize in WordPress development project management quality analysis and Core PHP My skills include  more..

Sandesh

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

Experience: I am skilled in software testing tools and techniques that help me throughout the process I am well aware of  more..

mayuri

Mobile: +91 89210 61945
Location: Satara, Online (Bendigo)
Qualification: Bcs

Experience: I had completed internship at Accenture as a software tester I have knowledge of manual and automation testing Application for  more..

Pritam

Mobile: +91 9895490866
Location: Delhi, Online (Bendigo)
Qualification: Graduated in BCA

Experience: I have a very good knowledge of python and its some of its frameworks like django and flask REST API  more..

Srinivas

Mobile: +91 91884 77559
Location: Hyderabad , Online (Bendigo)
Qualification: Bachelors of engineering

Experience: AWS devop linux and python   more..

Ankita

Mobile: +91 8301010866
Location: Howrah West Bengal, Online (Bendigo)
Qualification: 12th Pass

Experience: Logo posters video editing website design all advanced features 2 years experience before   more..

Ashrafi

Mobile: +91 98474 90866
Location: Borsad, Gujarat, Online (Bendigo)
Qualification: Bachelor of Technology in Computer Engineering

Experience: Wordpress Developer Trainee at ConicPlex : 1 Develop Custom Plugins for WordPress Website 2 Converted Figma Files to a Responsive  more..

Nilesh

Mobile: +91 9895490866
Location: Nagpur, Online (Bendigo)
Qualification: Mtech

Experience: Manual testing uipath | Resume for   more..

Anushka

Mobile: +91 89210 61945
Location: Delhi, Online (Bendigo)
Qualification: Master's in computer application

Experience: I have good knowledge of python programming language C language along with I'm familiar with HTML CSS JAVASCRIPT   more..

Sunil

Mobile: +91 8301010866
Location: Maharashtra, Online (Bendigo)
Qualification: Bsc electronic

Experience: Data anottation (key point labellelr) excel skill ready to learn also works as a technical manager for pc hardware and  more..

Shweta

Mobile: +91 8301010866
Location: Gujarat, Online (Bendigo)
Qualification: BE in computer engineering

Experience: Python development data analysis using advanced python libraries Microsoft tools  more..

Manish

Mobile: +91 9895490866
Location: Lucknow, Online (Bendigo)
Qualification: Bsc

Experience: Node js 4 years react js 2 4 years mongodb MySQL express css html  more..

yamini

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bendigo)
Qualification: MCA

Experience: manual testing Automation Testing  more..

Yogeeta

Mobile: +91 91884 77559
Location: Maharashtra, Online (Bendigo)
Qualification: Diploma in Visual and Communication Art

Experience: I have worked for a digital agency and have 12 years of experience as a graphic designer with expertise in  more..

Namratha

Mobile: +91 9895490866
Location: Kerala, Online (Bendigo)
Qualification: BTech

Experience: Manual testing Automation testing Python C++ Core java Certification course in Software testing  more..

Malleswari

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

Experience: C python programming good communicationskills Experience: I am fresher |   more..

Syed

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

Experience: Linux UNIX cloud oracle DBA Apex  more..

Rahul

Mobile: +91 98474 90866
Location: West Bengal, Online (Bendigo)
Qualification: B.Tech in Computer Science

Experience: Manual Testing Functional Testing Regression Testing Test case writing Bug Defect tracking JIRA Mantis Agile Figma UI UX testing Web  more..

Vikas

Mobile: +91 91884 77559
Location: New Delhi, Online (Bendigo)
Qualification: MCA

Experience: Agile testing Mobile APP testing Regression testing Smoke and sanity testing IOS app testingApplication for Software Testing  more..

Devyani

Mobile: +91 8301010866
Location: Maharashtra, Online (Bendigo)
Qualification: Bsc

Experience: Knowledge of Java selenium api automation and manual testing maven cucumber jira soapui |   more..

Yash

Mobile: +91 9446600368
Location: Gujarat, Online (Bendigo)
Qualification: B.E

Experience: HTML CSS React Js python Django  more..

S

Mobile: +91 9446600368
Location: Karnataka, Online (Bendigo)
Qualification: Bachelor of engineering

Experience: Software testing Manual testing automation testing SDLC and java |   more..

Aleena

Mobile: +91 9895490866
Location: Kerala, Online (Bendigo)
Qualification: M.C.A

Experience: I have completed 6month internship as a python developer from oneteam solutions kochi   more..

Theja

Mobile: +91 9895490866
Location: Kerala, Online (Bendigo)
Qualification: Btech

Experience: I have 3 yrs of experience in python   more..

Durgashree

Mobile: +91 91884 77559
Location: Karnataka, Online (Bendigo)
Qualification: 3rd year degree

Experience: I have a good foundation in cybersecurity with certifications like CEH WAPT NPT CCNA and Python programming I’ve completed a  more..

Zasim

Mobile: +91 9895490866
Location: Delhi, Online (Bendigo)
Qualification: B.Tech Computer Science Engineering

Experience: Android development with Java and kotlin core java Html css3 MySQL  more..

Jyoshika

Mobile: +91 89210 61945
Location: Andhra pradesh, Online (Bendigo)
Qualification: BSc cyber security

Experience: I am fresher and I know some of ethical hacking skills | Resume for   more..

Aryan

Mobile: +91 91884 77559
Location: Gujarat, Online (Bendigo)
Qualification: SSC

Experience: I'm a graphic design good criyetivitiy  more..

Maheshwaran

Mobile: +91 9446600368
Location: Karnataka, Online (Bendigo)
Qualification: BE, Computer Science Engineering

Experience: AWS DevOps python Ansible Docker K8 Terraform maven and Jenkins |   more..

Sridhar

Mobile: +91 98474 90866
Location: Karnataka, Online (Bendigo)
Qualification: B.E

Experience: Core Java selenium web driver automation testing TestNG framework cucumber framework Manual testing  more..

sonali

Mobile: +91 89210 61945
Location: Odisha, Online (Bendigo)
Qualification: Graduated

Experience: Java html css c python data science AI   more..

Priya

Mobile: +91 89210 61945
Location: Maharashtra, Online (Bendigo)
Qualification: Graduate

Experience: I currently work as an Frontend Developer at Altctrlfix IT Solutions pvt ltd I have completed 6 months internship and  more..

Seikh

Mobile: +91 9446600368
Location: Odisha, Online (Bendigo)
Qualification: B Tech

Experience: HTML CSS javascript react js bootstrap   more..

Chahat

Mobile: +91 91884 77559
Location: Himachal Pradesh, Online (Bendigo)
Qualification: Bachelor of technology

Experience: Java dart flutter development Data structure and algorithms and also worked with state management like provider getx etc   more..

Akriti

Mobile: +91 9446600368
Location: Dehradun uttrakhand, Online (Bendigo)
Qualification: MCA

Experience: Excellent command of programming languages such as C C++ machine learning Data structure and database knowledge Along with the above  more..

Ramya

Mobile: +91 9895490866
Location: Karnataka, Online (Bendigo)
Qualification: B E

Experience: Highly accomplished Agile Project Manager with over 15 years of experience in managing complex QA programs delivering user acceptance testing  more..

Shubham

Mobile: +91 91884 77559
Location: Mumbai , Online (Bendigo)
Qualification: BE in Information Technology

Experience: I am currently working as flutter and iOS (native) developer for MITS consultantancy Pvt Ltd at client Aditya Birla Health  more..

Salva.o.p

Mobile: +91 98474 90866
Location: Kerala, Online (Bendigo)
Qualification: BSC B.Ed

Experience: Passionate and hard working science teacher well trained and experienced in lesson plan making and teaching very good communication skill  more..

Tezkiran

Mobile: +91 9895490866
Location: Punjab, Online (Bendigo)
Qualification: B.Tech

Experience: My skills include DSA mysql excel computer networking LANGUAGES such as python and Java I have done internship in machine  more..

Surya

Mobile: +91 89210 61945
Location: Chennai, Online (Bendigo)
Qualification: Bsc Computer Science

Experience: I have python with django 6 months of experience from pumo technovation institute I have also technical skills C C++  more..

Mary

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Bendigo)
Qualification: M Sc(biotechnology) B Ed

Experience: I have completed Post graduate in biotechnology and B Ed in biological science I have one year teaching experience in  more..

Mohammed

Mobile: +91 91884 77559
Location: Kochi, Online (Bendigo)
Qualification: BCA

Experience: Now I’m doing python Django training in softloom it solution Application for Python Django  more..

Deepak

Mobile: +91 89210 61945
Location: Navi mumbai maharashtra, Online (Bendigo)
Qualification: B. Tech

Experience: Html Css Bootstrap Javascript wordpress and jQuery | Resume for   more..

ANAGHA

Mobile: +91 89210 61945
Location: Kerala, Online (Bendigo)
Qualification: Mca

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

sakthivel

Mobile: +91 91884 77559
Location: Bangalore , Online (Bendigo)
Qualification: Diploma in civil engineering

Experience: Skilled BIM Modeler with nearly 10 years of experience in the AEC industry Proven ability to lead and coordinate multidisciplinary  more..

Himanshu

Mobile: +91 89210 61945
Location: Jaipur, Online (Bendigo)
Qualification: B-Tech

Experience: Currently I am working as a jr front end developer in a product based company where ux and ui is  more..

Shriya

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Bendigo)
Qualification: B.Tech (Mechanical Engineering)

Experience: I've 3 years experience in software testing engineer I'm working on software testing nd all my skills shown in resume  more..

Mayank

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Bendigo)
Qualification: MCA

Experience: Technical experience- c c++ python django html css  more..

Vimal

Mobile: +91 9895490866
Location: Maharashtra, Online (Bendigo)
Qualification: B.E(I.T)

Experience: Manual testing automation testing |   more..

Sreeji

Mobile: +91 91884 77559
Location: Kollam, Online (Bendigo)
Qualification: B.com & Diploma In Multimedia

Experience: Having 14+ years of experience in Graphic design Web Design UI Design   more..

Seema

Mobile: +91 9446600368
Location: Maharashtra, Online (Bendigo)
Qualification: BE

Experience: Good knowledge of Software Development life Cycle (SDLC) and Software Testing Life Cycle (STLC) Good in Test Execution Process Defect  more..

Satasiya

Mobile: +91 9446600368
Location: Gujarat, Online (Bendigo)
Qualification: Bca

Experience: 3 year of experience in flutter unity developer  more..

Sudhansu

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

Experience: 2 year of experiance in MNC and startup on salesforce admin with certification Have skills like- SOQL Admin roles Flows  more..

Nikita

Mobile: +91 91884 77559
Location: Maharashtra, Online (Bendigo)
Qualification: Bcs

Experience: Manual testing automation testing |   more..

Bhargavi

Mobile: +91 89210 61945
Location: Telangana, Online (Bendigo)
Qualification: Mtech

Experience: Name: Bhargavi Previous company: w3softech Manual testing: 1+ year Automation testing:1+ year Location: Hyderabad  more..

ganga

Mobile: +91 91884 77559
Location: Chhattisgarh, Online (Bendigo)
Qualification: BE in mechanicl

Experience: Skills: Design Detailing: Expertise in creating detailed drawings for both Pre-Engineered Buildings (PEB) and Transmission Line Towers ensuring accuracy in  more..

Gauransh

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Bendigo)
Qualification: B.Tech

Experience: An Engineering graduate from NIT Jalandhar I possess strong technical and analytical skills Proficient in AutoCAD StaadPro and SQL I  more..

mohammed

Mobile: +91 8301010866
Location: edappal, Online (Bendigo)
Qualification: BBA

Experience: $ one year experience in python django $ completed two projects individually $ immediate joining $ ready to relocate $  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 bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer