Data Protection Courses

Bertelsmann;  Figure Eight;  IBM;  Insight;  Kaggle;  Starbucks Microcredential

Data Scientist

11 reviews

Gain practical experience in data pipelines, experiments, recommendation systems, and more. Develop essential skills in software engineering, data engineering, and experimental design for a successful data science career.

• Udacity
• 61 hours
• On-Demand
• Paid Course

NPTEL;  IIT Patna

Big Data Computing

13 reviews

Comprehensive exploration of big data technologies, covering Hadoop, Spark, key-value stores, streaming analytics, machine learning, and graph processing for large-scale data analysis and insights.

• YouTube
• 19 hours
• On-Demand
• Free Video

Capstone: Retrieving, Processing, and Visualizing Data with Python

6 reviews

Develop applications to retrieve, process, and visualize data using Python, culminating in a personalized project to analyze and present data of your choice.

• Coursera
• 9 hours 17 minutes
• On-Demand
• Paid Course

Advanced Data Structures

This course covers major results and current directions of research in data structure.

• MIT OpenCourseWare
• 30 hours
• On-Demand
• Free Video

Business Metrics for Data-Driven Companies

10 reviews

Learn to identify critical business metrics, distinguish data analyst roles, and evaluate companies' big data adoption. Gain skills for high-demand jobs in data analytics and understand how disruptive companies leverage data for competitive advantage.

• Coursera
• 8 hours 1 minute
• On-Demand
• Paid Course

Programming & Data Structures

This course introduces essentials of AI, Programming & Python and Data Structures as a review and refresher in preparation for more comprehensive course work.

• edX
• 5 weeks, 1-3 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Structures and Algorithms

6 reviews

Gain practical experience with 100+ data structures and algorithm exercises, guided by a dedicated mentor to prepare for interviews and real-world programming challenges.

• Udacity
• 47 hours
• On-Demand
• Paid Course

Microcredential

Data Engineering with AWS

7 reviews

Learn to design data models, build warehouses and lakes, automate pipelines, and work with massive datasets using AWS. Gain practical skills in ETL, PostgreSQL, Cassandra, Spark, and Airflow.

• Udacity
• 39 hours
• On-Demand
• Paid Course

Microcredential

Statistics and Data Science

Comprehensive program covering probability, statistics, data analysis, and machine learning, providing hands-on training for aspiring data scientists through rigorous MIT-quality coursework.

• edX
• 56 weeks, 10-14 hours a week
• On-Demand
• $1,500.00
• 2 courses

Mathematics of Big Data and Machine Learning, IAP 2020

Explore artificial intelligence and machine learning with a focus on data handling challenges, covering topics from associative arrays to bio sequence cross-correlation and Kronecker graphs.

• YouTube
• 14 hours
• On-Demand
• Free Video

Data Augmentation for Image-Based Reinforcement Learning

Explores data augmentation techniques for image-based reinforcement learning, presenting a model-free algorithm and a self-supervised framework for visual continuous control tasks, achieving state-of-the-art results.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Redefining Context for Powerful Test-Time Adaptation Using Unlabeled Data

Explore advanced test-time adaptation techniques for foundation models, focusing on context-driven approaches to improve model performance across different domains using unlabeled data and inductive biases.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Aligning Language Models with LESS Data and Simple Preference Optimization (SimPO)

Discover innovative approaches to language model alignment through LESS data selection and SimPO optimization, achieving superior performance with reduced computational resources and simplified objectives.

• YouTube
• 1 hour
• On-Demand
• Free Video

Data Analysis for Social Scientists

Learn data analysis techniques for social sciences, including probability, statistics, regression, experiments, and machine learning, with real-world applications and R programming instruction.

• MIT OpenCourseWare
• On-Demand
• Free Online Course