Do you know that studying online becomes a studying trend nowaday? And the priority of these online courses is reliability of lecturers.

Lead The Change Community gives you approximately 250 online courses from 8 Ivy League schools. These schools place in the top fifteen of the U.S. News and World Report 2017 National University rankings.

The 8 Ivy League schools are among the most prestigious colleges in the world.

They include Brown, Harvard, Cornell, Princeton, Dartmouth, Yale, and Columbia universities, and the University of Pennsylvania.

Based on collection of Class Central (Massive Open Online Courses platform), Lead The Change categorizes these courses 9 subjects. They are:

  • Computer Science
  • Business & Management
  • Humanities
  • Art & Design
  • Science
  • Health & Medicine
  • Mathematics
  • Education & Teaching
  • Engineering

In this part, Lead The Change provides you 4 subjects:

Computer Science, Business & Management, Mathematics, Art & Design 

Computer Science

Introduction to Computer Science

Harvard University via edX

Harvard University’s introduction to the intellectual enterprises of computer science and the art of programming for majors and non-majors alike, with or without prior programming experience. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development.

Students who earn a satisfactory score on 9 problem sets (i.e., programming assignments) and a final project are eligible for a certificate. This is a self-paced course–you may take CS50x on your own schedule.

Machine Learning

Georgia Institute of Technology via Udacity

The first part of the course covers Supervised Learning, a machine learning task that makes it possible for your phone to recognize your voice, your email to filter spam, and for computers to learn a bunch of other cool stuff.

In part two, you will learn about Unsupervised Learning. Ever wonder how Netflix can predict what movies you’ll like? Or how Amazon knows what you want to buy before you do? Such answers can be found in this section!

Bitcoin and Cryptocurrency Technologies – 

Princeton University via Coursera

After this course, you’ll know everything you need to be able to separate fact from fiction when reading claims about Bitcoin and other cryptocurrencies. You’ll have the conceptual foundations you need to engineer secure software that interacts with the Bitcoin network. And you’ll be able to integrate ideas from Bitcoin in your own projects.

Computer Architecture

Princeton University via Coursera

In this course, you will learn to design the computer architecture of complex modern microprocessors.

Networks Illustrated: Principles without Calculus

Princeton University via Coursera

What makes WiFi faster at home than at a coffee shop? How does Google order its search results from the trillions of webpages on the Internet? Why does Verizon charge $15 for every GB of data we use? Is it really true that we are connected in six social steps or less?

This course is about exploring the answers, using a language that anyone can understand. We will focus on fundamental principles like “sharing is hard”, “crowds are wise”, and “network of networks” that have guided the design and sustainability of today’s networks, and summarize the theories behind everything from the social connections we make on platforms like Facebook to the technology upon which these websites run.

Software Defined Networking

Princeton University via Coursera

In this course, you will learn about software defined networking and how it is changing the way communications networks are managed, maintained, and secured.

Networks: Friends, Money, and Bytes

Princeton University via Coursera

The courses helps everyone to answer each question which is selected not just for its relevance to our daily lives, but also for the core concepts in the field of networking illustrated by its answers. 

You pick up your iPhone while waiting in line at a coffee shop. Google a not-so-famous actor, get linked to a Wikipedia entry listing his recent movies and popular YouTube clips of several of them. You check out user reviews on Amazon and pick one, download that movie on BitTorrent or stream that in Netflix. But suddenly the WiFi logo on your phone is gone and you’re on 3G. Video quality starts to degrade, but you don’t know if it’s the server getting crowded or the Internet is congested somewhere.

The Computing Technology Inside Your Smartphone

Cornell University via edX

We use our smartphones to communicate, to organize our lives, to find information, and to entertain ourselves. All of this is possible because a smartphone contains a powerful computer processor, which is the subject of this course. 

Learn about:

  • Digital logic
  • Computer organization
  • Instruction sets
  • Application Software
  • Advanced performance techniques
  • Actual smartphone processors

Case Studies in Functional Genomics

Harvard University via edX

We will explain how to start with raw data, and perform the standard processing and normalization steps to get to the point where one can investigate relevant biological questions. Throughout the case studies, we will make use of exploratory plots to get a general overview of the shape of the data and the result of the experiment. 

Machine Learning for Data Science and Analytics

Columbia University via edX

This data science course is an introduction to machine learning and algorithms. You will develop a basic understanding of the principles of machine learning and derive practical solutions using predictive analytics. We will also examine why algorithms play an essential role in Big Data analysis.

Reinforcement Learning

Brown University via Udacity

Through a combination of classic papers and more recent work, you will explore automated decision-making from a computer-science perspective. You will examine efficient algorithms, where they exist, for single-agent and multi-agent planning as well as approaches to learning near-optimal decisions from experience. At the end of the course, you will replicate a result from a published paper in reinforcement learning.

This course will prepare you to participate in the reinforcement learning research community. You will also have the opportunity to learn from two of the foremost experts in this field of research, Profs. Charles Isbell and Michael Littman.

Enabling Technologies for Data Science and Analytics: The Internet of Things

Columbia University via edX

The Internet of Things is rapidly growing. It is predicted that more than 25 billion devices will be connected by 2020.

In this data science course, you will learn about the major components of the Internet of Things and how data is acquired from sensors. You will also examine ways of analyzing event data, sentiment analysis, facial recognition software and how data generated from devices can be used to make decisions.

Statistical Thinking for Data Science and Analytics

Columbia University via edX

You will learn how data scientists exercise statistical thinking in designing data collection, derive insights from visualizing data, obtain supporting evidence for data-based decisions and construct models for predicting future trends from data.

1 – Introduction to Data Science

2 – Statistical Thinking

3 – Statistical Thinking 2

4 – Exploratory Data Analysis and VisualizationWeek

5 – Introduction to Bayesian Modeling

Artificial Intelligence (AI)

Columbia University via edX

This course will provide a broad understanding of the basic techniques for building intelligent computer systems and an understanding of how AI is applied to problems.

You will learn about the history of AI, intelligent agents, state-space problem representations, uninformed and heuristic search, game playing, logical agents, and constraint satisfaction problems.

Hands on experience will be gained by building a basic search agent. Adversarial search will be explored through the creation of a game and an introduction to machine learning includes work on linear regression.

Big Data in Education

Columbia University via edX

In this course, you will learn how and when to use key methods for educational data mining and learning analytics on this data. You will examine the methods being developed by researchers in the educational data mining, learning analytics, learning-at-scale, student modeling, and artificial intelligence communities. You’ll also gain experience with standard data mining methods frequently applied to educational data. You will learn how to apply these methods and when to apply them, as well as their strengths and weaknesses for different applications.

High-performance Computing for Reproducible GenomicsHarvard University via edX

Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the introductory biology lectures.

Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.

Animation and CGI Motion

Columbia University via edX

This course will show you how to create lifelike animations focusing on the technical aspects of CGI animation and also give you a glimpse into how studios approach the art of physically-based animation.

You will learn the fundamental concepts of physical simulation, including:

  1. integration of ordinary differential equations such as those needed to predict the motion of a dress in the wind.
  2. formulation of models for physical phenomena such as crumpling sheet metal and flowing water.
  3. treatment of discontinuities such as fractures and collisions.
  4. simulation of liquids and solids in both Lagrangian and Eulerian coordinates.
  5. artistic control of physically-based animations.

Business and Management

Introduction to Financial Accounting –

University of Pennsylvania via Coursera

By the end of this course, you’ll be able to read the three most common financial statements: the income statement, balance sheet, and statement of cash flows. Then you can apply these skills to a real-world business challenge as part of the Wharton Business Foundations Specialization.

Introduction to Marketing –

University of Pennsylvania via Coursera

You’ll learn key principles in

– Branding: brand equity is one of the key elements of keeping customers in a dynamic world in which new startups are emerging constantly. 
– Customer centricity: not synonymous with customer service, customer centricity starts with customer focus and need-gathering. 
– Go-to-market strategies: understand the drivers that influence customers and see how these are implemented prior to making an investment. 

A Preview Course on The 5 Killer Risks of Enterprise Risk Management –

Columbia University via Canvas Network

This course is a preview—a glimpse into the Master of Science in Enterprise Risk Management program at Columbia University. Learn how to identify and mitigate the killer risks most commonly overlooked by organizations today.

Introduction to Negotiation: A Strategic Playbook for Becoming a Principled and Persuasive Negotiator –

Yale University via Coursera

This course will help you be a better negotiator. Unlike many negotiation courses, we develop a framework for analyzing and shaping negotiations. This framework will allow you to make principled arguments that persuade others.

It will allow you to see beneath the surface of apparent conflicts to uncover the underlying interests. You will leave the course better able to predict, interpret, and shape the behavior of those you face in competitive situations.

In this course, you will have several opportunities to negotiate with other students using case studies based on common situations in business and in life. You can get feedback on your performance and compare what you did to how others approached the same scenario. 

The Global Financial Crisis –

Yale University via Coursera

Syllabus

Introduction to The Global Financial Crisis

The Common Causes of Financial Crises

Housing and Mortgages

Safe Assets and the Global Savings Glut

The Housing Crisis

Anxiety, Part I

Anxiety, Part II

Panic

Our Responses to the Crisis

Responding to Future Crises

Europe in the Global Financial Crisis

The Eurozone Crisis

Arts and Culture Strategy –

University of Pennsylvania via Coursera

Arts and culture leaders have a tough but rewarding task: creating and leading sustainable organizations that deliver real social value. There is a lot of competition out there. Being an effective leader means constantly adapting, cleverly using the best tools to reach as many people as possible. This course is designed to help leaders at any level do just that.

Operations Analytics –

University of Pennsylvania via Coursera

This course is designed to impact the way you think about transforming data into better decisions.

In this course, you will learn how to model future demand uncertainties, how to predict the outcomes of competing policy choices and how to choose the best course of action in the face of risk. The course will introduce frameworks and ideas that provide insights into a spectrum of real-world business challenges, will teach you methods and software available for tackling these challenges quantitatively as well as the issues involved in gathering the relevant data.

This course is appropriate for beginners and business professionals with no prior analytics experience.

Introduction to Operations Management –

Wharton School of the University of Pennsylvania via Coursera

Learn to analyze and improve business processes in services or in manufacturing by learning how to increase productivity and deliver higher quality standards. Key concepts include process analysis, bottlenecks, flows rates, and inventory levels, and more.

After successfully completing this course, you can apply these skills to a real-world business challenge as part of the Wharton Business Foundations Specialization.

Entrepreneurship 4: Financing and Profitability –

University of Pennsylvania via Coursera

This course explores different financing models, including bootstrapping, organic growth, debt and risk capital, and also provides a clear overview of equity financing including the key types of investors: angels, venture capital, and crowdfunding. You’ll learn about terms, and term sheets, exit modes and what exit strategy might be best for you.

By the end of this course, you’ll have an understanding of what success looks like and how it can be financed. You’ll also be ready for the capstone project, in which you will get feedback on your own pitch deck, and may even be selected to pitch to investors from venture capital firms.

Entrepreneurship 2: Launching your Start-Up –

University of Pennsylvania via Coursera

Entrepreneurship 2: Launching the Start-up, provides practical, real-world knowledge about the lean approach, the minimum viable product, when to pivot, when to quit your day job, the art of the pitch, building and managing a team, allocating equity, and building your external team, advisory board members, professional services, and entrepreneurial strategy.

At the end of this course, you’ll be able to create a strategy for launch, including knowing who you need to hire, how to manage them to provide the greatest value, and what legal aspects are involved. You’ll also be prepared for Entrepreneurship 3: Growth Strategies.

Entrepreneurship 1: Developing the Opportunity –

University of Pennsylvania via Coursera

This introductory course is designed to introduce you to the foundational concepts of entrepreneurship, including the definition of entrepreneurship, the profile of the entrepreneur, the difference between entrepreneurship and entrepreneurial management, and the role of venture creation in society.

You’ll explore where technology entrepreneurship and impact entrepreneurship align and where they diverge, and you’ll learn proven techniques for identifying the opportunity, assessing the opportunity, hypothesis testing and creating a prototype.

By the end of this course, you’ll know how to test, validate and prototype your idea, and also whether or not you fit the profile of an entrepreneur! You’ll also be ready to move on to the next phase of entrepreneurship in Entrepreneurship 2: Launching the Start-Up.

Global Human Capital Trends –

Columbia University via Canvas Network

Ideal for business leaders and HR professionals, this course probes into current research about the top ten global HR trends of 2016 that are forcing organizations to quickly respond and refocus to meet modern challenges.

Social Impact Strategy: Tools for Entrepreneurs and Innovators –University of Pennsylvania via Coursera

Students will learn how to innovate and design new ideas and new organizational forms to implement those ideas. Students who take this course will be better prepared to launch social impact
organizations of their own invention. 

The program is also designed to help fellows build meaningful, global connections while living together in an inspirational host location. 

Introduction to Global Hospitality Management –

Cornell University via edX

Globally, 1 in 11 jobs are in the hospitality industry, with predictions for continued job growth. Hospitality careers are often stereotyped as low-wage and entry-level with little opportunity for advancement, but with constant innovation, opportunities for talented individuals are vast, and growing. 

Syllabus

1: An Introduction to the Hospitality Industry

2: Strategic Hospitality Management and Innovation

3: Owners, Operators, and Investors — A Behind-the-Scenes Look at Investing in the World of Hospitality

4: Marketing the Hospitality Experience

5: Human Resources Management in Hospitality

Accounting Analytics –

University of Pennsylvania via Coursera

 By the end of this course, you’ll understand how financial data and non-financial data interact to forecast events, optimize operations, and determine strategy.

This course has been designed to help you make better business decisions about the emerging roles of accounting analytics, so that you can apply what you’ve learned to make your own business decisions and create strategy using financial data. 

Viral Marketing and How to Craft Contagious Content –

University of Pennsylvania via Coursera

 This course explains how things catch on and helps you apply these ideas to be more effective at marketing your ideas, brands, or products. You’ll learn how to make ideas stick, how to increase your influence, how to generate more word of mouth, and how to use the power of social networks to spread information and influence. 

 By the end of this course, you’ll have a better understanding of how to craft contagious content, build stickier messages, and get any product, idea, or behavior to catch on.

Customer Analytics –

University of Pennsylvania via Coursera

 In this course, four of Wharton’s top marketing professors will provide an overview of key areas of customer analytics: descriptive analytics, predictive analytics, prescriptive analytics, and their application to real-world business practices including Amazon, Google, and Starbucks to name a few.

This course provides an overview of the field of analytics so that you can make informed business decisions. It is an introduction to the theory of customer analytics, and is not intended to prepare learners to perform customer analytics. 

Building High-Performing Teams –

University of Pennsylvania via Coursera

Based on years of team culture research and consulting experience, this course helps you understand the problems that hurt productivity, and gives you tools for creating positive change. This course also guides you through creating the ground rules and structure needed to set your team up for success.

The course offers frameworks to adjust team behaviors and get the best performance out of your people. You also understand frequent stumbling blocks for common team types, such as startups and virtual teams, and learn solutions tailored to each one.

Managing Social and Human Capital –

University of Pennsylvania via Coursera

This course will teach you how to motivate individual performance and design reward systems, how to design jobs and organize work for high performance, how to make good and timely management decisions, and how to design and change your organization’s architecture.

By the end of this course, you’ll have developed the skills you need to start motivating, organizing, and rewarding people in your organization so that you can thrive as a business and as a social organization.

Decision-Making and Scenarios –

University of Pennsylvania via Coursera

This course is designed to show you how use quantitative models to transform data into better business decisions. You’ll learn both how to use models to facilitate decision-making and also how to structure decision-making for optimum results. 

Construction Project Management –

Columbia University via Coursera

Construction Project Management introduces you to Project Initiation and Planning. Industry experts join Columbia University professor, Ibrahim Odeh, to give an overview of the construction industry. 

Technological advances, such as Building Information Modeling, will be introduced with real world examples of the uses of BIM during the Lifecycle of the Project. The course concludes with Professor Odeh discussing the importance of project planning and scheduling and an opportunity to develop a Work Breakdown Structure.

Digital Marketing, Social Media and E-Commerce for Your Business –

University of Pennsylvania via edXE

This course is organized around four broad themes and we will use relevant theory and analysis, as well as numerous practical examples to develop our key learning points.

The themes are:

  • Behavioral foundations for understanding and navigating the new online-offline landscape
  • New forms of interaction, including formation of networks and reputation building
  • Tools and principles of digital marketing action including online advertising on fixed and mobile devices
  • New media platforms and emergence of “organic” celebrities and communities

This course is beneficial to marketing professionals, analysts, entrepreneurs, small business owners, investors, and consumers This course evolved from the University of Pennsylvania’s Wharton School’s very first course on digital marketing and e-commerce.

The Power of Team Culture –

University of Pennsylvania via Coursera

Behind the success and failure of teams lies team culture. But what exactly is culture? How and why does it contribute to success and failure? In this course, you learn how to recognize aspects of team culture of which most people are typically unaware. It is often these seemingly unimportant aspects that have the greatest effect on the outcomes of group tasks. 

 Knowledge of the ideas and information in this class enables you to be a better team player and a more effective team leader.

Optimizing Diversity on Teams –

University of Pennsylvania via Coursera

By drawing on social science perspectives, this course enables you to learn what diversity is, and how to use it to maximize team performance, innovation and creativity. You also learn how to draw out the collective wisdom of diverse teams, handle conflict and establish common ground rules through real-world cases and peer-to-peer discussions. M

Innovate on Demand –

Columbia University via Coursera

Specifically, you will learn:
· The differences between traditional ideas and creative ideas
· Barriers to innovative thinking, how to identify them and overcome them
· How constraints, conceptualization, and visualization can help you see more opportunities around you.
· Function Follows Form, a complementary approach to innovation, to supplement your existing “Voice of the Customer (VOC)” and technology research & development efforts
· Tools and principles for systematic inventive thinking, in order to structure the creative thinking process.
· How to cultivate creativity at every level of the organization through fixed and growth mindsets, diverse teams, using rewards and the need for autonomy.

A Preview Course on Collaborative Knowledge Services
Columbia University via Canvas Network

 In the end, it’s all about how we come together. We contend that convening collaboration is the single most important leadership skill of our time. With this preview, we invite you into the “community of conveners.”

Success –

University of Pennsylvania via Coursera

Wharton Professor G. Richard Shell, an award-winning author and the creator of the popular Wharton School course on the meaning of success, created this course to help you answer the questions that arise when you consider how best to use your life.

Drawing on his decades of research and mentoring, Shell offers personalized assessments to help you probe your past, imagine your future, and measure your strengths. He then combines these with the latest scientific insights on everything from self-confidence and happiness to relationships and careers.

Mathematics

Calculus: Single Variable Part 1 — Functions – 

University of Pennsylvania via Coursera

The course is ideal for students beginning in the engineering, physical, and social sciences. Distinguishing features of the course include:

1) the introduction and use of Taylor series and approximations from the beginning;

2) a novel synthesis of discrete and continuous forms of Calculus;

3) an emphasis on the conceptual over the computational;

4) a clear, dynamic, unified approach.

Calculus: Single Variable Part 2 — Differentiation

Calculus: Single Variable Part 3 — Integration – 

Calculus: Single Variable Part 4 — Applications

Introduction to Linear Models and Matrix Algebra

Harvard University via edX

Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the introductory biology lectures.

Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.

Analytic Combinatorics – 

Princeton University via Coursera

Analytic Combinatorics teaches a calculus that enables precise quantitative predictions of large combinatorial structures. 

This course introduces the symbolic method to derive functional relations among ordinary, exponential, and multivariate generating functions, and methods in complex analysis for deriving accurate asymptotics from the GF equations. S

Art and Design

Introduction to Classical Music – 

Yale University via Coursera

Using a simple and enjoyable teaching style, this course introduces the novice listener to the wonders of classical music, from Bach fugues to Mozart symphonies to Puccini operas.

Design: Creation of Artifacts in Society – 

University of Pennsylvania via Coursera

The course marries theory and practice, as both are valuable in improving design performance. Lectures and readings will lay out the fundamental concepts that underpin design as a human activity. Weekly design challenges test your ability to apply those ideas to solve real problems.

The course is deliberately broad – spanning all domains of design, including architecture, graphics, services, apparel, engineered goods, and products. 

Hollywood: History, Industry, Art – 

University of Pennsylvania via edX 

This course will chronicle Hollywood’s growth and global reach since the 1920s, looking at:

  • How Hollywood has responded to new technologies such as synchronized sound, color cinematography, TV, home video, computer graphics, and the internet
  • How the global spread of Hollywood since the 1920s changed the film industry
  • The relationship between Hollywood and independent film
  • Hollywood’s responses to crises in American politics (e.g., world wars, the cold war, the 1960s counterculture, 9/11)

Music and Social Action – 

Yale University via Coursera

The course will include inquiry into a set of ideas in philosophy of aesthetics; a discussion about freedom, civil society, and ways that art can play a role in readying people for democracy; discussion on philosophy of education as it relates to the question of positive social change; and an exploration of musical and artistic initiatives that have been particularly focused on a positive social impact.

The Architectural Imagination –

Harvard University via edX

Architecture engages a culture’s deepest social values and expresses them in material, aesthetic form. This course will teach you how to understand architecture as both cultural expression and technical achievement. Vivid analyses of exemplary buildings, and hands-on exercises in drawing and modeling, will bring you closer to the work of architects and historians.

The History of Music Production Techniques –

Columbia University via Kadenze

 This class strives to gather up that information and assemble it in a way that allows the student to witness the historical evolution of the industry and, even more importantly, make immediate use of each technique as it is presented.

Reinventing the Piano – 

Princeton University via Kadenze

This is not a history course, but it is course that uses the piano to bring together a range of subjects that are often ignored or under developed in traditional music curricula. Nor is it a composition course, but students will be asked to create in a variety of ways, and it should be of use to both experienced and aspiring composers, not to mention pianists. We will engage with a range of music, going back to Frescobaldi, Scarlatti, J.S. Bach and his son C.P.E. Bach, through Schubert, all the way to more recent composers like Conlon Nancarrow, György Ligeti, and John Cage. 

Follow part 2: Humanities, Science, Health & Medicine, Education & Teaching, Engineering




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