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Data Science Professional Certification Course

Course Name - Data Science Professional Certification Course

This course is designed to provide students with a comprehensive understanding of become Data Scientist.

Rs. 14,999/- Only

Course Overview

This comprehensive Data Science course introduces learners to the field’s fundamental concepts and advanced techniques. Starting from the basics, the course covers essential skills such as data preprocessing, statistical analysis, programming with Python/R, machine learning, and data visualization. Learners will work on real-world datasets and gain hands-on experience with tools like Pandas, NumPy, Scikit-learn, and Tableau. Advanced topics include deep learning, natural language processing, and big data analysis. By the end of the course, participants will have a strong foundation in data science and the ability to solve complex problems using data-driven approaches.

Course Type

Entry-Level to Advanced (progressing from beginner to advanced topics).

Course Objectives

– Equip learners with foundational skills in data science, including programming and statistical analysis.
– Develop expertise in data preprocessing, visualization, and exploration.
– Teach machine learning algorithms and their real-world applications.
– Introduce advanced topics like deep learning, natural language processing, and big data.
– Provide practical experience through hands-on projects and capstone work.
– Prepare learners for a career in data science with portfolio-ready projects and career support.

What You'll Learn?

– Understand the data science workflow and tools used in the industry.
– Preprocess and analyze data using Python/R and libraries like Pandas and NumPy.
– Implement machine learning models, including supervised and unsupervised algorithms.
– Create compelling visualizations and dashboards using Tableau and Matplotlib/Seaborn.
– Explore deep learning techniques with TensorFlow or PyTorch for advanced projects.
– Gain familiarity with big data tools like Spark and Hadoop.
– Work on real-world problems and present actionable insights effectively.

Duration

150–200 hours, including theory, practicals, and project work.

Requirements

– A computer with internet access and the ability to install required software.
– Tools like Python (Jupyter Notebook/Anaconda), RStudio, Tableau, and database systems (MySQL, PostgreSQL, or similar).

Prerequisites

– Basic computer skills.
– Familiarity with high school-level mathematics (basic algebra and statistics).

Target Audience

– Aspiring data scientists and analysts looking to enter the field.
– Students and graduates in STEM disciplines seeking applied data skills.
– Professionals wanting to transition into data-driven roles.
– Entrepreneurs and decision-makers aiming to leverage data for business growth.

Batch Details

Batch Start Date

Batch Timing

Batch End Date

Batch Days

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Curriculum

– What is Data Science?
– Data Science Process and Workflow
– Overview of Tools and Technologies (Python, R, SQL)
– Applications of Data Science

– Data Types and Formats
– Data Cleaning and Handling Missing Data
– Exploratory Data Analysis (EDA)
– Feature Engineering and Selection

– Python Programming Essentials
– Libraries for Data Science: NumPy, Pandas
– Data Manipulation and Analysis in R

– Descriptive and Inferential Statistics
– Probability Distributions and Hypothesis Testing
– Regression Analysis and Correlation

– Introduction to Data Visualization
– Visualization Tools: Matplotlib, Seaborn, Tableau
– Building Dashboards and Storytelling with Data

– Supervised Learning (Linear Regression, Decision Trees)
– Unsupervised Learning (K-Means, PCA)
– Model Evaluation (Accuracy, Precision, Recall, F1-Score)
– Overfitting, Underfitting, and Cross-Validation

– Ensemble Methods (Random Forest, Gradient Boosting)
– Support Vector Machines (SVM)
– Time Series Analysis

– Basics of Neural Networks
– Deep Learning Frameworks (TensorFlow, PyTorch)
– Convolutional Neural Networks (CNNs)
– Recurrent Neural Networks (RNNs) and LSTMs

– Text Preprocessing (Tokenization, Stemming, Lemmatization)
– Sentiment Analysis and Text Classification
– Word Embeddings (Word2Vec, GloVe)

– Introduction to Big Data (Hadoop, Spark)
– Data Science in the Cloud (AWS, Azure, GCP)
– Working with NoSQL Databases

– Solving a real-world problem using the skills acquired.
– End-to-end project development (data collection, analysis, modeling, and presentation).

– Building a Data Science Portfolio
– Resume and LinkedIn Profile Optimization
– Interview Preparation and Job Search Strategies

Download Curriculum

FAQ

Since our inception in 2021, Tech Learniversity has been dedicated to mastering the art of online education. Our unwavering commitment to delivering quality education, exceptional services, and unparalleled customer support has fostered a loyal community that continues to grow. We relentlessly pursue improvement and expansion to serve learners worldwide. Our graduates, now employed by multinational corporations, stand testament to the transformative impact of our training programs.

Tech Learniversity stands as a premier e-learning platform, offering live, interactive online training across a wide range of subjects, including Data Science, Cybersecurity, Business Intelligence, and more. Our affordable and accessible learning solutions serve a global audience, creating a vast community of learners from the US, India, the UK, Canada, and beyond.

Below are the services offered by Tech Learniversity.

1. Online Training Courses
2. Corporate Training
3. Online Institute Training
4. Online College Training
5. Online School Training
6. Online Customized 1 to 1 Training Courses
7. Online Customized Group Training Courses
8. Online Professional Internship Program
9. Online Interview Preparation Training
10.Online Customized Project Preparation
Below are benefits to be considered before choosing us ahead of others.

Why Choose Us

  1. Live Instructor Led Training
    2.
Class will be live Instructor led training and the trainers are experienced software working professionals in MNC’s. They face challenges every day at work and they know how to tackle them which they will teach it to the students. Trainers will teach them theory, concepts along with giving them basic to advanced level examples which will be useful for the students when they attend any interview or while working in any company.

  1. In-depth Industry Ready Training
    2.
Our trainers are experienced software working professionals in MNC’s so the training will be in-depth which will make the students Industry ready and the students can work independently when they join any company.

  1. Live Projects
 Students will be provided 3 to 8 live projects in a particular course so that they get enough practice during and after completion of the course. This will give them confidence to work with any company as the level of work in any company will be complex.

  1. Watch recorded Video for Online and Offline Viewing
 Students will be able to view the recorded class video on Tech Learniversity app online and offline by downloading the video in mobile. They can also watch the video in desktop and laptop by using our web version.

  1. Internship Program
 Students will be getting Internship Certificate after completion of Internship Program which is of 3 months. We provide Internship program in almost each course so that they will find it easy to join and work with any company after completion of Internship Program. If any student has already done any course from others but only want to do Internship Program from us, they can also join our Internship Program of 3 months.

  1. Letter of Recommendation (LOR)
 After successful completion of the Course and Internship Program they will get Letter of Recommendation (LOR) if they perform well as per instructions provided to them by the respective trainers.

  1. Real time working experience
 We have designed all our courses and Internship Program in such a way that the students get real time working experience. This will benefit students to work independently when they join any company.

  1. Job Interview Preparation
 There will be a separate session for Job Interview preparation where our trainers will guide the students about how to crack any interview, help in resume preparation and also provide tips and tricks for interview. We will also provide resources which will help in preparation of the Interview.

  1. Customized 1 to 1 Training
 We also provide customize training based on the student requirements. We conduct free demo to student so that student get a chance to interact with trainer before they take the 1 to 1 class.

  1. Customized Group Training
 We also provide customize training to small groups based on student’s requirements. We conduct free demo to students so that students get a chance to interact with trainer before they take the small group class.

  1. Referral Bonus
 Students are also eligible for referral bonus once they purchase a course from us.

  1. Freelance Work
 We will also provide tips on how to register for freelance work so that they can work as a full-time freelancer or part time freelancer to earn extra income during their free time.

  1. Community for Discussion
 We will have experts and students who can discuss their queries, doubts and also can share their thoughts, solutions with each other.

  1. Superfast Support
 We will provide superfast support to any queries or concern so that our students are satisfied with our services.

All the Tech Learniversity course available on our website are live Instructor led training.

Yes, we do have app available on Play Store & App Store.

Play Store: Tech Learniversity link: https://play.google.com/store/apps/details?id=co.lily.zustc
IOS Store: My Institute link: https://apps.apple.com/in/app/my-institute/id1472483563

How to Login to IOS App (My Institute)

  1. Download the My Institute app
  2. Enter the Org code: ZUSTC

We do not provide EMI facility but you can convert through Credit Card or any other method as per availability.

We will provide placement assistance after the completion of the course in coming months.

Classes will be conducted on Zoom app and link will be shared via e-mail. We will be sending you the instructions on how to attend the live class in your mobile, laptop or desktop once you enroll in any of our courses.

Yes, you can watch recordings in the mobile app or by visiting our web version with your login credentials. You will find the recording in your purchased course section after you login.  We will be sending you the instructions on how to view the recorded live class in your mobile, tablet, laptop or desktop.

Yes, you will get Completion Certification after completion of the course.

Tech Learniversity is ISO Certified (ISO 9001:2015) firm which has good value in corporate world. Certificate Number is 305022111717Q.

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