Self Paced Course โ€“ 4-Step Journey to Your IT Career

Finish the course and unlock our job portal โ€” apply to multiple roles with active profile recommendations.


Step 1: Enroll & Get Started

Begin your learning journey by enrolling in your desired IT course.

Step 2: Learn at Your Own Pace & Weekly Live Doubt Session

Access recorded lectures anytime and join weekly live doubt sessions with mentors.

Step 3: Earn a Recognized Certificate

Complete projects and assessments to receive an industry-recognized certificate.

Step 4: Build & Launch Your Career

Enhance your resume, prepare for interviews, and get job referrals from our placement team.

Data Science with Python, SQL & ML โ€“ Job-Ready Course

A complete beginner-to-advanced program covering Data Analysis, Python Programming, Statistics, Machine Learning, Deep Learning, AI Tools, and Real-World Projec...

5.0

... English
... Certificate Course
... 2575 Students
... 102h 30m

Course Overview

Complete Self-Paced Recorded Learning + Weekly Doubt Sessions

This Data Science course is designed for beginners, students, career-changers, and working professionals.
You get structured recorded lessons covering every data science skill from basics to advanced.
Learn at your own pace, watch anytime, revisit complex topics, and build mastery gradually.

Weekly live doubt-solving sessions ensure you never get stuck โ€” mentors help solve coding issues, logic errors, and project-related questions in real time.


 Covers the Entire Data Science Lifecycle (End-to-End)

The course teaches the complete data science workflow, including:

  • Data collection

  • Data cleaning

  • Data preprocessing

  • Data visualization

  • Exploratory data analysis

  • Machine learning

  • Deep learning basics

  • Model evaluation & deployment

You learn exactly how data scientists work in real companies.


Python Programming for Data Science

You start by learning Python from scratch:

  • Python basics (variables, datatypes, loops, functions)

  • Libraries used in data science:

    • NumPy โ†’ numerical operations

    • Pandas โ†’ data cleaning & manipulation

    • Matplotlib / Seaborn โ†’ data visualizations

You learn how to handle large datasets and convert raw data into insights.


SQL + Database Concepts

SQL is essential for real-world data roles.
You will learn:

  • SELECT, WHERE, GROUP BY

  • JOINS & subqueries

  • Aggregate functions

  • Window functions

  • Working with real datasets in SQL

This helps you qualify for job roles like Data Analyst + Data Scientist.


Statistics & Mathematics for Data Science

You learn statistics in a simple, practical way:

  • Mean, median, mode

  • Probability

  • Distributions

  • Correlation

  • Regression

  • Hypothesis testing

These topics are essential for building ML models and understanding data behaviour.


Data Visualization & Dashboards

You will learn to visually present insights using:

  • Matplotlib

  • Seaborn

  • Power BI / Tableau (optional module)

You will create charts, graphs, dashboards, KPIs, and business insights required for reporting.


Machine Learning (Complete Practical Training)

You learn both Supervised and Unsupervised ML algorithms:

  • Linear Regression

  • Logistic Regression

  • Decision Trees

  • Random Forest

  • Support Vector Machines

  • KNN

  • Naive Bayes

  • K-Means Clustering

  • PCA

  • Model evaluation metrics

Each model is explained with real datasets and step-by-step implementation.


Deep Learning & Neural Networks (Beginner-Friendly)

You will understand the basics of Artificial Intelligence and neural networks:

  • What is Deep Learning

  • How Neural Networks work

  • Activation functions

  • TensorFlow/Keras introduction

  • Building simple ANN models

These topics prepare you for advanced AI roles.


NLP (Natural Language Processing) Basics

You will learn:

  • Text cleaning

  • Tokenization

  • Stopwords

  • Bag of Words / TF-IDF

  • Sentiment Analysis project

This helps in chatbots, reviews analysis, and AI-driven applications.


Real-World Projects (Portfolio Building)

You will work on real datasets and build complete projects such as:

  • E-commerce sales prediction

  • Customer churn prediction

  • House price prediction

  • Loan approval prediction

  • Sentiment analysis

  • HR analytics

  • Classification & regression models

These projects become part of your resume + GitHub portfolio.


Interview Preparation & Career Guidance

Includes complete job readiness training:

  • Data Science resume building

  • Portfolio creation (GitHub + Power BI/Tableau)

  • SQL + Python interview questions

  • Machine learning interview preparation

  • HR interview questions

  • Mock interview sessions

This ensures you become fully job-ready.


Who Can Join This Course?

Ideal for:

  • Students (any background)

  • Freshers looking for IT jobs

  • Working professionals switching to Data Science

  • Data Analyst aspirants

  • People aiming for AI & ML careers

No coding or previous experience required.


Career Opportunities After the Course

You can apply for roles like:

  • Data Scientist (Entry Level)

  • Data Analyst

  • Machine Learning Engineer (Junior)

  • Business Analyst

  • Data Engineer (Beginner)

  • AI/ML Analyst

  • Research Analyst

See More

Course curriculum

Requirment

  • Basic computer knowledge

  • Any laptop (4GBโ€“8GB RAM recommended)

  • No coding experience required

  • No mathematics background required (explained from basics)

  • Internet connection to watch recorded videos & attend doubt sessions

Outcomes

  • Analyze data using Python, SQL & Excel

  • Clean, preprocess & visualize datasets

  • Build dashboards in Power BI/Tableau

  • Implement machine learning algorithms

  • Create end-to-end data science projects

  • Prepare professional reports & presentations

  • Build a strong GitHub portfolio

  • Crack Data Analyst / Data Scientist interviews

Instructor

...
Techzonce

9,687.4

  • ... 2398 Students
  • ... 16 Courses
  • ... 10987 Reviews

View Details

Reviews

Rate this course :

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Gauri Malhotra

09 Jul, 2025

Great DS training with practical assignments and strong support. Gained confidence in ML topics.

Varsha Khan

05 May, 2025

In-depth teaching of DS tools and ML models. Very helpful doubt sessions.

Neha Kapoor

03 Aug, 2025

A very good learning experience. Recorded content was clear, and the job referral team was very helpful.

Harsha Trivedi

09 Sep, 2025

The DS course helped me understand important topics. Excellent training and job support.

Rajiv Shaikh

14 Apr, 2025

The trainer explained everything thoroughly. Real projects helped a lot. Helpful job assistance.

Ayesha Modi

01 Mar, 2025

Classes were well structured. Assignments improved my understanding. Good doubt support.

Vaishnavi Jadhav

06 Feb, 2025

The course improved my DS skills greatly. The certificate and job referral helped me move forward in my career.

Ishika More

17 Jul, 2025

Clear teaching, high-quality recordings, and amazing support. Strongly recommended.

Radhika Nayak

30 May, 2025

Excellent course structure with real-time examples. Doubt sessions and placement support were excellent.

Abhishek Oberoi

14 Jun, 2025

Very practical teaching. The trainer explained real case studies and provided interview guidance as well.

Lakshmi Soni

22 Mar, 2025

A complete Data Science training program. Clear explanations, strong assignments, and helpful job referrals.

Tanvi Oberoi

09 Apr, 2025

Teaching quality was great. Recorded + live class combination made learning smooth. Doubt sessions were very helpful.

Suresh Joshi

31 Jul, 2025

Everything was taught in detailโ€”Python, SQL, ML, and Power BI. Excellent post-course support.

Sudha Naidu

27 May, 2025

The course was very detailed, and the support team regularly helped with doubts. The certificate was useful for my profile.

Preeti More

24 Jun, 2025

Great learning journey! Real-world datasets, ML explanations, and doubt support were top-tier.

Jyoti Jain

28 Feb, 2025

Recorded classes were detailed. The DS modules were covered beautifully. Job support was beneficial.

Deepak Rana

01 Oct, 2025

Excellent teaching. Industry projects and doubt sessions were very useful. The job referral team helped me a lot.

Rajiv Parmar

25 Jan, 2025

I liked the structured recorded classes. The job support and certificate helped after course completion.

Neha Bhatt

21 Jul, 2025

This is one of the best Data Science courses. The recorded videos, projects, and live doubt support were amazing.

Parul Bisht

16 May, 2025

Very professional teaching. The mentor explained ML algorithms with depth. Placement support was good.

Radhika Jadhav

14 Aug, 2025

The DS modules were covered completely. The assignments were excellent. Doubt sessions helped me master concepts.

Parul Parmar

10 Mar, 2025

Sessions were interactive and the trainer always addressed doubts properly. The certificate and job help were added advantages.

Dinesh Trivedi

18 Jun, 2025

The practical teaching style made learning easy. The trainer provided real datasets for practice. Useful post-course support.

Amit Kulkarni

20 Apr, 2025

Great experience! The course included practical tasks which helped apply concepts. Placement support was helpful.

Farhan Malhotra

12 Sep, 2025

I liked the combination of recorded classes and live sessions. Excellent explanation of ML topics and interview preparation.

Ankit More

03 May, 2025

The Data Science course gave me a strong foundation. The recorded lessons were detailed and the job referral help was great.

Rita Rana

14 Feb, 2025

The teaching and training were very professional. The mentor explained every topic clearly. Doubt support was quick and efficient.

Deepika Negi

06 Mar, 2025

I gained a solid understanding of data analysis and machine learning. The instructor was very clear. Job support and certificate helped me.

Sahana Jadhav

19 Aug, 2025

The course helped me understand Python, SQL, visualization, and ML. Excellent doubt resolution and job referral support.

Shyam Kulkarni

29 Apr, 2025

A high-quality learning experience. The recorded classes allowed flexible learning. The job referral process was also very supportive.

Tarun Rana

06 Jun, 2025

Very informative sessions! The trainer covered all DS modules in-depth. Doubt sessions were helpful and placement support was smooth.

Harsh Rathod

16 Mar, 2025

Well-structured DS course. The assignments were practical and related to real industry problems. Job assistance and certificate helped in my placements.

Saranya Patel

02 Jul, 2025

The live classes were interactive, and the trainer made sure every student understood the concepts. Great support for interviews and resume building.

Sundar Chauhan

30 Jan, 2025

The recorded videos were crystal clear and covered all topics like SQL, Python, ML, and Power BI. Doubt sessions helped a lot.

Paresh Khan

26 Aug, 2025

Excellent Data Science course with real-world assignments. The doubt sessions and career guidance helped me become job-ready. The certificate added credibility to my profile.

Manoj Pawar

18 May, 2025

I liked the teaching methodโ€”every topic was covered in detail. Recorded sessions and support made the learning easy. Good job referral support.

Lakshmi Shetty

04 Oct, 2025

This course helped me understand Data Science from scratch. The mentor explained everything clearly, and the certificate and placement referral helped me after completion.

Rohit Saxena

25 Mar, 2025

Recorded classes were detailed, and the mentor gave multiple real-time assignments which improved my skills. Doubt sessions and job referral support were excellent.

Naveen Modi

02 Jun, 2025

Very well-organized Data Science course. The trainer explained data cleaning, EDA, and ML concepts step by step. Placement support and certificate added great value.

Neha Pillai

21 Sep, 2025

Amazing course! Real-world projects and structured modules made the learning journey smooth. Doubt sessions and job support were extremely professional.

Vivek Menon

18 Feb, 2025

The teaching quality was excellent. The mentor covered everything from basics to advanced machine learning. The recorded classes were high quality, and the doubt sessions made learning easy.

Shreya Bhatt

13 Apr, 2025

This Data Science course boosted my confidence. Real datasets, capstone projects, and doubt sessions helped me understand concepts deeply. The certificate and job referral guidance helped me secure interviews.

Shyam Chauhan

09 Aug, 2025

A great learning experience! The instructor explained ML algorithms with complete clarity. The recorded + live class combination made learning flexible. The job assistance team was very supportive.

Karthik Warrier

15 Jul, 2025

The course content was detailed and covered Python, SQL, Power BI, and ML models effectively. The doubt support was excellent and the practical assignments were highly valuable.

Sudha Verma

27 Jun, 2025

I found the Data Science course extremely helpful. The recorded sessions allowed me to revise anytime, and the weekly doubt-solving classes were very interactive. Placement team helped with profile building and job referrals.

Kiran Iyengar

11 May, 2025

The teaching method was practical and easy to follow. The trainer explained machine learning and Python modules with real-time examples. Doubt clearing was excellent, and the certificate provided after completion added value to my resume.

Sameer Sharma

19 Mar, 2025

The Data Science training was extremely well structured. The recorded classes were clear, and the live doubt sessions helped me understand even the toughest concepts. The mentor guided us through real datasets and ensured we were industry-ready. The job referral support after course completion was very helpful.

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Learning Format & Platform Features


  • 100% self-paced recorded videos

  • Clean, step-by-step structured lessons

  • Access via mobile, laptop, tablet

  • Lifetime access with free updates

  • All code files, notebooks, datasets included

  • Weekly LIVE doubt-clearing classes

  • Lifetime community access for help



Tools & Technologies You Will Master


This course covers all major data science tools used by companies:

Programming & Libraries

  • Python

  • NumPy

  • Pandas

  • Matplotlib

  • Seaborn

  • Scikit-Learn

  • TensorFlow/Keras (Basics)

Databases & Querying

  • SQL (MySQL / PostgreSQL / SQLite)

  • Joins, Window Functions, Subqueries

Visualization Tools

  • Power BI

  • Tableau

Bonus Tools

  • Git & GitHub

  • Jupyter Notebook

  • Google Colab

This toolset ensures complete job readiness.



Why This Course is Job-Oriented


  • Real company-style projects

  • Business case studies

  • End-to-end ML pipeline training

  • Resume + portfolio building

  • Mock interviews

  • HR + technical interview prep

  • Data visualization and storytelling training

  • SQL, Python & ML interview Q&A bank

This helps students transition smoothly into real job roles.



Who Should Enroll?


Perfect for:

  • Students (BCA, BSc, BBA, BCom, BA, BTech)

  • Freshers looking for high-paying IT jobs

  • Working professionals shifting to data roles

  • Data Analyst โ†’ Data Scientist upskillers

  • Anyone interested in AI & ML

No prior technical or coding experience needed.



Course Deliverables


You will receive:

  • ๐ŸŽฅ High-quality recorded videos

  • ๐Ÿ“ PDF notes & study material

  • ๐Ÿ“Š 20+ datasets for practice

  • ๐Ÿ’ป Python code notebooks

  • ๐Ÿงช Assignments, quizzes & tests

  • ๐Ÿ’ผ Real-world ML projects

  • ๐Ÿค Weekly doubt support

  • ๐ŸŽ™๏ธ Mock interview sessions

  • ๐ŸŽ“ Certificate

  • ๐Ÿ“Ž Placement assistance



Community & Mentorship Support


You get access to:

  • Private student community

  • Ask-doubt-anytime channel

  • Mentor feedback on projects

  • Peer learning groups

  • Daily doubt help

  • Career guidance

  • Free bonus workshops

This helps you learn faster and stay motivated.



 Bonus Add-ons for Students


Value-added bonuses include:

  • SQL interview cheat sheet

  • Python interview questions

  • Top 200 ML interview questions

  • Power BI DAX cheat sheet

  • Resume & LinkedIn templates

  • GitHub portfolio templates

  • Kaggle dataset practice list

  • Capstone project guidance notes

These bonuses dramatically increase the value of the course.



Real Career Path After the Course


After completion, you can grow into roles like:

  • Junior Data Scientist

  • Data Analyst

  • ML Engineer (Entry level)

  • Business Analyst

  • AI Analyst

  • MIS Analyst

  • Research Analyst

  • Data Engineer (beginner track)

...

โ‚น1299

โ‚น5499
... Buy Now
  • ...

    Students

    2575
  • ...

    language

    English
  • ...

    Duration

    102h 30m
  • Level

    advanced
  • ...

    Expiry period

    Lifetime
  • ...

    Certificate

    Yes

Complete the Course, Get Direct Job Referrals.

Recorded Self-Paced Courses of Our Program

EdutechZonce brings a flexible & career-oriented learning experience through recorded courses โ€” learn anytime, anywhere with expert-designed training.

Why Choose Self-Paced Courses?

โ€ข Comprehensive recorded lectures by industry experts

โ€ข Learn anytime, anywhere โ€” your own schedule

โ€ข Project-based learning & real-world assignments

โ€ข Affordable & career-focused programs

Outcome: Hands-on confidence & real project implementation.

Weekly Live Doubt Sessions

Get real-time mentor support every week to ensure no learner is left behind.

โ€ข Live Q&A with experts

โ€ข Concept revision & hands-on demos

โ€ข Assignment & project discussion

โ€ข Interview preparation tips

โ€ข Real problem-solving scenarios

Focus: Confidence building | Communication | Coding assessments

Industry Recognized & Government Approved

Get dual certification that boosts your credibility in the IT industry โ€“ from Techzonce IT Solution and government-backed bodies like NSDC & Skill India.

Certificate Preview

Techzonce IT Solution Trainings Certificate

100,000+ companies use Techzonce IT Solution for hiring every year.

So a certificate from Techzonce IT Solution is recognized everywhere and helps you stand out in Fullstack Development job interviews.

NSDC & Skill India Certificate

Also receive a certificate from NSDC (National Skill Development Corporation) and Skill India.

This government-approved credential adds extra trust and value to your profile in India and abroad.

Job Portal After Course Completion

Access our exclusive Job Portal and apply for top job opportunities based on your skills. Complete support from resume building to final placement.

Top Hiring Partners

01. Login Now

Access the job portal using your student credentials.

02. View Job Vacancies

Browse all available job vacancies as per your interest.

03. Apply for Jobs

Apply according to the job role and skills you match.

04. Resume Maker Suggestions

Get resume improvement suggestions and templates.

05. Interview Call

Receive interview calls from partnered companies.

06. Mock Interview & Guidance

Get expert mentorship & mock interview sessions for confidence.

07. Get Placed Successfully

Start your career with guaranteed placement support.

Top Companies Hiring Our Learners

Our students get placed in leading technology companies, startups and MNCs worldwide.

Top Hiring Partners

Enroll Now - Live Batch Starting on Next Monday

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What Our Students Say

Real feedback from students who completed our self-paced programs, used weekly doubt sessions, and got job support through our Job Portal.