Certificate Programme in Data Science and AI/ML

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Program

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Certificate Programme in Data Science and AI/ML

Future-proof your tech career with IIT Jammu! Master Python, ML, big data, cloud, and AI through blended learning, industry-recognised certificates, real-world projects, and 1:1 mentoring. Enrol now!

Blended

Mentored

Beginner

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Starts on

Nov 16, 2020

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Duration

6 months

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Fee

$7,387

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The Certificate Programme in Data Science and AI/ML, offered in partnership with IIT Jammu, is designed to equip learners with the comprehensive skills needed to succeed in the rapidly evolving fields of data science and artificial intelligence. This 6-month programme blends 100+ hours of live, instructor-led training with 150+ hours of self-paced modules, providing the perfect balance of flexibility and hands-on practice.

Learners progress from the foundations of data science, mathematics, and algorithms to advanced topics such as big data, databases, machine learning, deep learning, visualisation tools, and DevOps practices. Each course integrates interactive labs, real-world case studies, and progressive capstone projects—including applications like churn prediction, sentiment analysis, and AI-driven personal finance solutions.

With mentoring support, 24x7 virtual labs, career services, and certificates from IIT Jammu, IBM, NASSCOM, and SkillUp Online, plus an optional Campus Immersion at IIT Jammu, learners graduate with industry-ready skills and a portfolio that stands out.

This 6-month Certificate Programme comprises 16 courses that take you on a journey from the fundamentals to an advanced skill level.

Our proven learning methodology blends the best that instructor-led training and self-paced learning have to offer. Leveraging the power of instructor feedback, mentor-supported hands-on practice, and additional home-based studying, you will build the deep technical and practical understanding today’s employers are looking for.

Additionally, you will enjoy learning via an interactive online classroom environment where you will be able to participate and actively engage with your peers, instructors, and mentors. Plus, you will get the opportunity to earn recognised certificates which will help your resume and LinkedIn profile stand out.

The materials for each module are accessible from the start of each course and will remain available for the duration of your enrolment. Methods of learning and assessment will include reading material, hands-on labs, and online practice exam questions.

As part of our mentoring service, you will have access to valuable guidance and support throughout the programme. We provide a dedicated discussion space where you can ask questions, chat with your peers, and resolve issues.And as part of our career services, you will get guidance on how to boost your profile and prepare for interviews.

  • By the end of this programme, you will be able to:
  • Apply Python programming and mathematical techniques to solve data science and AI problems.
  • Work with big data, SQL, and databases to manage and query large datasets efficiently.
  • Create insightful data visualisations and interactive dashboards using Excel, Cognos, and Tableau.
  • Build, train, and evaluate machine learning and deep learning models with TensorFlow.
  • Implement DevOps practices and deploy AI solutions on cloud platforms using Git and Azure.
  • Execute end-to-end AI projects, from data preparation and modeling to deployment.

  • Mid-level professionals (2–7 years) such as software developers, data analysts, QA engineers, and cloud/IT specialists seeking to transition into AI/ML roles.
  • STEM graduates (computer science, IT, engineering, math, statistics) preparing for careers in data science and AI.
  • Non-STEM professionals with coding or analytics experience looking to pivot into AI/ML.
  • Career-focused learners aiming for acceleration with industry-recognised certifications.

  • Bachelor’s degree, preferably in STEM fields (computer science, IT, engineering, mathematics, statistics).
  • Non-STEM graduates may apply if they have proven coding or analytics experience.
  • Basic knowledge of programming concepts and analytical thinking recommended.

    Once you have successfully completed this Certificate Programme, you will be awarded a series of globally-recognised certificates. These certificates provide validation of your knowledge, job-ready skills, and practical experience, and make a valuable addition to your resume and LinkedIn profile.  Plus, you can gain continuing education credits that confirm your ongoing commitment to developing your knowledge and professional skills.

  • 1 x Co-braded Certificate of Completion from IIT Jammu and SkillUp Online
  • 1 x Nasscom Certificate
  • 5 x IBM Certifcate

  • Finely tuned soft skills are critical for success in both professional and personal life.
  • Research carried out by Wonderlic has shown that 97% of employers believe soft skills affect job performance. Now, professionals with strong human skills are often favored in job applications and interviews. This programme will help you to develop key career and human skills such as expectation management, resume writing, profile building, and interview techniques.

  • Once you have successfully completed this programme, our career and placement service will begin. This will include:
  • FOR ALL LEARNERS
  • A tech skills assessment & mock interview.
  • A technical assessment test to gauge your skills level. This will ensure we provide the career mentoring you need.
  • Pre-employability training
  • Mock HR interviews
  • Mock technical interviews
  • 7-day Finishing School Programme.
  • Resume and online profile preparation
  • Further mock HR and technical interviews
  • Interview coaching
  • Individual counselling
  • FOR LEARNERS IN INDIA
  • Career mentoring and placement assurance for accelerated personal and professional growth.

  • 1-to-1 guidance from our Placement Assistance Team
  • Access to internship opportunities
  • Access to job opportunities in top organisations

Our mentors are specialists in their technical fields. They have the experience and expertise required to understand the challenges you face as you tackle complex technical subject matter.

To support you as you learn, not only will you get real-time feedback from experienced instructors but also 1-to-1 mentoring assistance that enhances your understanding. Our mentors are on-call to help as you build your practical experience in the hands-on labs. They’ll also be contactable through our popular discussion spaces. Plus, they’ll monitor your progress and provide constructive and timely feedback to ensure you complete the programme.

  • You'll benefit from:
  • Feedback and support from qualified instructors during the live online classes.
  • 1-to-1 mentoring to support you and answer your questions as you learn.
  • Interactive discussion space support from your mentors and peers.
  • Regular progress monitoring to keep you on track.
  • Regular formative and summative assessments.
  • Industry expert sessions introducing the corporate environment.

Program Outline

Discover the world of data science, its applications and use cases. Explore key data science concepts including big data, data mining, machine learning, and deep learning.

Topic Covered:

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Defining Data Science

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What Data Scientists Do

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Big Data and Data Mining

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Deep Learning and Machine Learning

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Data Science in Business

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Careers and Recruiting in Data Science

Course ID : course-v1:IBM+DS0101EN-Skillup+2021
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You can choose to enroll for this individual course.  Click here to see course details.

Dive into the fundamentals of AI. Immerse yourself in the basic principles of data structure and data visualisation. Develop a practical understanding of Python as an AI tool.

Topic Covered:

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Introduction to Artificial Intelligence

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Database Concepts

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AI Programming Fundamentals: Python

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AI Statistics - Python

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Data Visualisation with Python

Course ID : course-v1:SkillUp+SKOAI101+2020_Q4
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You can choose to enroll for this individual course.  Click here to see course details.

Master the core math behind AI and data science, including probability, linear algebra, regression, and optimization. Apply these concepts instantly to solve real-world problems with confidence.

Topic Covered:

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Foundations

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Probability & Statistics Basics

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Linear Algebra for Data

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Regression & Correlation

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Calculus for Optimization (Lite)

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Applied Mathematics

Course ID : course-v1:SkillUp+SKOMF-CPDSAI+2025_B1
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You can choose to enroll for this individual course.  Click here to see course details.

Master the building blocks of programming with Algorithms and Data Structures. Learn to write efficient code, handle data with Python structures, and solve real-world problems with hashing, trees, and graphs. Strengthen your problem-solving skillsenroll today and elevate your coding expertise!

Topic Covered:

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Intro to algorithms & Big-O (intuition only)

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Arrays, lists, and dictionaries in Python

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Hashing and hash tables

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Trees & Graphs (lite, applied)

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Applied Data Structures

Course ID : course-v1:SkillUp+SKOADS-CPDSAI+2025_B1
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You can choose to enroll for this individual course.  Click here to see course details.

This course provides foundational knowledge and analytical skills for big data practitioners using popular big data tools, including Hadoop and Spark. You will learn and practice your big data skills through hands-on activities.

Topic Covered:

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What is Big Data?

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Introduction to the Hadoop

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Apache Spark

Course ID : course-v1:SkillUp+SKOBD101-CPDSAI+2025_B1
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You can choose to enroll for this individual course.  Click here to see course details.

Learn the power behind data manipulation for data sets stored in relational databases using SQL or structured query language a fundamental skill for anyone in the data sciences.

Topic Covered:

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Getting Started with SQL

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Introduction to Relational Databases and Tables

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Intermediate SQL

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Accessing Databases using Python

Course ID : course-v1:IBM+DB0201EN+v1
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You can choose to enroll for this individual course.  Click here to see course details.

Build in-demand data visualisation skills employers need using Excel and IBM Cognos Analytics... without writing a single line of code!

Topic Covered:

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Creating Charts

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Creating Advanced Charts

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Creating Dashboards Using IBM Cognos Analytics

Course ID : course-v1:SkillUp+SKODV-CPDSAI+2025_B1
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You can choose to enroll for this individual course.  Click here to see course details.

Master Tableau Public by building from the ground up. Learn to build interactive dashboards and data stories with real-time updates and proven storytelling best practices.

Topic Covered:

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Introduction to Tableau

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Customizing Visualisations, Creating Dashboards and Stories

Course ID : course-v1:SkillUp+BI0131EN+2025_V1
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You can choose to enroll for this individual course.  Click here to see course details.

Unlock advanced Tableau skills to create interactive dashboards, explore data with ease, and deliver insights that impress. Learn to control data granularity, use calculated fields, and design seamless, user-friendly visualisations.

Topic Covered:

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Data Sources, Data Modeling, and Advanced Analytics

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Advanced Formatting and User Experience

Course ID : course-v1:SkillUp+BI0231EN+2025_V1
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You can choose to enroll for this individual course.  Click here to see course details.

Unlock hidden insights and predict future trends with the power of machine learning! Dive into both supervised and unsupervised learning, and set yourself you up for success in the world of data-driven predictions.

Topic Covered:

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Introduction to Machine Learning

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Regression

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Classification

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Clustering

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Recommender Systems

Course ID : course-v1:IBM+ML0110EN+v1
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You can choose to enroll for this individual course.  Click here to see course details.

Unlock the power of deep learning to make sense of unstructured data like images, sound, and text. Use TensorFlow to build intelligent models that solve real-world challenges.

Topic Covered:

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Intro to TensorFlow

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Convolutional Networks

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Recurrent Neural Networks (RNNs)

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Restricted Boltzmann Machines (RBMs)

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Autoecoders

Course ID : course-v1:IBM+ML0120EN+v2
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You can choose to enroll for this individual course.  Click here to see course details.

Kickstart your programming journey with Python. Learn the essentials step by step and build a strong foundation for data science and beyond.

Topic Covered:

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Python Basics

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Python Data Structures

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Python Programming Fundamentals

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Working with Data in Python

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Working with Numpy Arrays & Simple APIs

Course ID : course-v1:IBM+PY0101EN+v3
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You can choose to enroll for this individual course.  Click here to see course details.

Bring your skills together with Putting it Together Data Science for AI Applications. Learn to prepare data, build ML and deep learning models, visualise insights, and deploy real AI solutions end-to-end. Showcase a capstone project and boost your careerenroll today!

Topic Covered:

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AI Application Lifecycle

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Data Preparation

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Building AI Models

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Visualisation & Insights

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Deployment Essentials

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Capstone Project

Course ID : course-v1:SkillUp+SKOPTG-CPDSAI+2025_B1
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You can choose to enroll for this individual course.  Click here to see course details.

Master the essentials of version control and collaboration with Git/DevOps. From branching and commits to Git workflows and GitOps-driven deployments, this course equips you with job-ready skills for modern DevOps environments. Build confidence, streamline teamwork, and accelerate your careerenrol today!

Topic Covered:

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Git for DevOps Basics

Course ID : course-v1:SkillUp+SKOGDV-CPDSAI+2025_B1
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You can choose to enroll for this individual course.  Click here to see course details.

Explore the basics of authorisation and identity management in Azure. Delve into cloud governance principles, Microsoft Azure fundamentals, authentication solutions, and more for a holistic understanding.

Topic Covered:

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Design a Governance solution

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Design authentication solution

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Design Authorization solution

Course ID : course-v1:SkillUp+AUTHIMA+2024_V1
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You can choose to enroll for this individual course.  Click here to see course details.

Mastering the essentials for the AZ-800 exam. Explore how to manage networking and security within Windows Server environments.

Topic Covered:

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On-Premises and Hybrid Networking Infrastructure

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Storage and File Services

Course ID : course-v1:SkillUp+SKO-SNM+2024_V1
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You can choose to enroll for this individual course.  Click here to see course details.

Why Learn with SkillUp Online?

We believe every learner is an individual and every course is an opportunity to build job-ready skills. Through our human-centered approach to learning, we will empower you to fulfil your professional and personal goals and enjoy career success.

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Reskilling into tech? We’ll support you.

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Upskilling for promotion? We’ll help you.

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Cross-skilling for your career? We’ll guide you.

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Personalized Mentoring & Support

1-on-1 mentoring, live classes, webinars, weekly feedback, peer discussion, and much more.

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Practical Experience

Hands-on labs and projects tackling real-world challenges. Great for your resumé and LinkedIn profile.

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Best-in-Class Course Content

Designed by the industry for the industry so you can build job-ready skills.

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Job-Ready Skills Focus

Competency building and global certifications employers are actively looking for.

FAQs

AI and ML focus on building models that can learn and act intelligently, while data science covers the broader process of collecting, cleaning, analysing, and visualising data to drive insights. The Certificate Programme in Data Science and AI/ML brings all three together in a practical, applied format.

Applicants should hold a bachelor’s degree, preferably in STEM fields such as computer science, IT, engineering, mathematics, or statistics. Non-STEM learners with coding or analytical experience are also eligible.

Basic programming knowledge is recommended but not mandatory. The AI ML and data science certificate includes foundational Python training to help beginners build the required skills.

You will earn a certificate from IIT Jammu, SkillUp Online, IBM, and NASSCOM. In addition, you can appear for data science certification exams if you wish to take your learning journey and credentials further.

Yes. After successful completion of the Certificate Programme in Data Science and AI/ML, you will receive career services, 1:1 mentoring, and placement assistance to help you transition into AI/ML and data science roles with confidence.

You will complete progressive projects in data analysis, predictive analytics, and deep learning, culminating in a final capstone project solving a real-world AI problem.

Absolutely. The IIT Jammu AI ML and Data Science programme is designed with working professionals in mind. You’ll benefit from a blended learning format that combines flexible self-paced modules with live weekend instructor-led sessions, allowing you to balance work, study, and upskilling seamlessly. Plus, 1:1 mentoring, hands-on projects, and career support ensure you can apply what you learn directly to your professional growth.

In this Certificate Programme in Data Science and AI/ML, you will gain hands-on experience with Python, SQL, TensorFlow, Hadoop, Spark, Tableau, Cognos, Git, and Azure—covering the full spectrum of AI ML and data science tools.

Yes. You’ll have the opportunity to join an optional campus immersion at IIT Jammu, where you can showcase your capstone projects, take part in interactive faculty-led sessions, and connect with peers, mentors, and industry professionals. This experience gives you valuable academic exposure, real-world feedback, and a chance to network within IIT Jammu’s learning ecosystem.

According to Payscale, the average salary for a data scientist is ₹1,026,698 in 2025. And according to Salary Expert, the average AI engineer gross salary in India is ₹22,36,98. Salaries vary based on experience and role, but professionals completing an AI ML and data science certificate often see opportunities in data analytics, ML engineering, and AI solution development with competitive packages.

  • According to Payscale, the average salary for a data scientist is ₹1,026,698 in 2025. And according to Salary Expert, the average AI engineer gross salary in India is ₹22,36,98.

Yes. You’ll have access to 1:1 mentoring for academic guidance, project feedback, and career advice throughout the programme.

All instructor-led sessions are conducted live, and recordings are provided for later review. This ensures you can revisit complex topics anytime.

Unlike short-term certifications, this AI ML and data science certificate offers a comprehensive, mentor-supported learning path combining IIT Jammu’s academic rigour with IBM’s industry expertise.

Certificate Course in Data Science & AI/ML by IIT Jammu

Program Offering

certificate

Type of certificate

01 Joint Certificate of Completion from IIT Jammu and SkillUp Online

01 Nasscom Certificate

05 IBM certificates

course

About this program

16 Courses

80 Skills

includes

Includes

Discussion space

Hands-on labs

Knowledge checks

Final exams

Practice sets

Projects

Capstone project

create

Create

Jupyter projects on stats, regression, and optimisation

Algorithm analysis (Big-O)

Core Python, NumPy, hash tables, trees, graphs

Hive, HBase, MapReduce, Spark, data pipelines

Excel, Tableau, Cognos dashboards

ML/DL with TensorFlow, model deployment (Flask, Azure)

Git workflows, Azure cloud setup

exercises

Exercises to explore

Visual Recognition (IBM Watson)

Regression, Clustering, SVM, CNN, LSTM

Model training & deployment (TensorFlow, Flask, Azure)

Jupyter, Excel, Tableau, Cognos

Dashboards, charts, data modeling

Probability, vectors, regression, gradient descent

Core Python, pandas, NumPy

Arrays, dictionaries, trees, graphs, hash tables

SQL, MongoDB, IBM Db2

Hive, HBase, Hadoop, Spark

Git workflows, GitHub, GitOps basics

Azure AD, RBAC, identity & auth management

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