MATH-101-REVIEWER-1 (1).pdf

Math 101 | Reviewer 7. Finance and Economics: Week 2: Mathematics in the Modern World Mathematical models are essential in finance and economics for Ways in which mathematics is integral to the modern r...

Math 101 | Reviewer 7. Finance and Economics: Week 2: Mathematics in the Modern World Mathematical models are essential in finance and economics for Ways in which mathematics is integral to the modern risk assessment, investment analysis, portfolio management, and world: economic forecasting. Complex financial instruments are built on 1. Technology and Innovation: mathematical principles. Mathematics is the foundation of modern technology. It underlies the design and operation of computers, smartphones, digital 8. Medicine and Healthcare: communication systems, and various technological advancements. Medical imaging, drug development, and treatment planning rely Algorithms, coding, and data analysis all rely on mathematical on mathematical algorithms. Biostatistics and epidemiology use principles. mathematics to analyze health data and make informed decisions. 2. Data Science and Analytics: 9. Environmental Modeling: In the era of big data, mathematics is essential for extracting Mathematics models and predicts environmental changes, such as valuable insights from massive datasets. Data scientists use climate patterns and natural resource management. These models mathematical techniques to analyze patterns, make predictions, help policymakers and researchers understand complex and inform decision-making in fields like business, healthcare, and interactions. Marketing. 10. Communication and Networking: 3. Artificial Intelligence (AI): Mathematical concepts like graph theory and coding theory are AI and machine learning heavily rely on mathematical concepts vital for designing efficient communication networks, including like linear algebra, calculus, and probability theory. These the internet and wireless systems. techniques enable machines to learn from data and make intelligent decisions. 11. Logistics and Supply Chain Management: Mathematics is used to optimize logistics, supply chain 4. Cryptography and Cybersecurity: operations, and transportation routes, ensuring efficient Secure communication and online transactions are possible due to movement of goods and minimizing costs. mathematical principles in cryptography. Complex mathematical algorithms ensure data privacy and protection against cyber 12. Social Sciences: threats. Mathematics is applied in social sciences for statistical analysis, demographic modeling, and understanding social dynamics. It 5. Engineering and Design: helps researchers study human behavior and make informed Engineers use mathematics to design structures, vehicles, policy decisions. electronics, and more. Mathematical modeling helps optimize designs, predict performance, and ensure safety 13. Entertainment and Gaming: in various engineering applications. Video games, simulations, and visual effects in the entertainment industry rely on mathematics for rendering graphics, physics 6. Physics and Natural Sciences: simulations, and game mechanics. Mathematics provides the language and tools for describing and understanding the fundamental laws of physics and other natural 14. Astronomy and Space Exploration: sciences. Equations and mathematical models enable scientists to Mathematical calculations are integral to predicting celestial make predictions and explain phenomena. movements, planning space missions, and analyzing astronomical data. Section 1. The Nature of Mathematics Additionally, there are many open questions in mathematics, highlighting the ongoing nature of mathematical exploration. 1. Abstractness: Mathematics deals with abstract concepts and structures that often exist beyond the physical world. These 9. Cultural and Historical Influence: Mathematics has evolved concepts can be represented symbolically and manipulated over centuries, influenced by various cultures and historical through logical rules and operations. developments. Different civilizations have contributed to the growth of mathematical knowledge. 2. Universal Truths: Mathematical statements are considered true universally and objectively, regardless of cultural or personal 10. Interplay of Intuition and Formalism: Mathematics perspectives. Mathematical truths are discovered through logical involves a balance between intuitive understanding and formal reasoning and proof. representation. Mathematicians often rely on their intuition to guide their explorations, but ultimately, formal proofs are required 3. Logical Rigor: Mathematics relies on a foundation of rigorous to establish the validity of their findings. logical reasoning. Statements and theorems are derived from axioms and definitions using logical deduction, ensuring a high 11. Applicability and Utility: Mathematics finds applications in degree of certainty. a wide range of disciplines, from physics and engineering to economics and cryptography. Its ability to provide quantitative 4. Language of Science: Mathematics serves as a crucial tool in insights and solve practical problems makes it indispensable. describing and quantifying the natural world. It provides a precise language for formulating scientific theories, making predictions, I. Mathematics in our World and conducting experiments. Some ways in which mathematics is present in our world: 5. Creativity and Discovery: While mathematics is based on 1. Everyday Problem Solving: Basic arithmetic, such as logical deduction, it also involves elements of creativity and addition, subtraction, multiplication, and division, is used in discovery. Mathematicians explore new concepts, patterns, and everyday tasks like shopping, cooking, budgeting, and calculating relationships, often leading to the development of new branches time. of mathematics. 2. Measurement and Units: Mathematics provides the 6. Unchanging and Timeless: Mathematical truths are foundation for measurement systems, whether it's measuring considered eternal and unchanging. Once a mathematical distance, weight, volume, time, or other quantities. These statement is proven true, it remains true throughout time and measurements are crucial in fields like construction, science, and across different cultures. manufacturing. 7. Connection to Reality: Despite its abstract nature, 3. Technology and Communication: From the algorithms that mathematics has a strong connection to the real world. It provides power our social media feeds to the encryption that secures tools for understanding and modeling various phenomena in online transactions, mathematics is integral to modern technology science, engineering, economics, and other fields. and digital communication. 8. Incompleteness and Open Questions: The nature of 4. Architecture and Design: Architects and designers use mathematics also includes its inherent limitations. Gödel's mathematical principles to create aesthetically pleasing and incompleteness theorems show that any consistent mathematical structurally sound buildings, bridges, and other structures. system will contain statements that cannot be proven. 5. Healthcare: Medical professionals use mathematics for tasks 15. Internet and Networking: Mathematics is vital for such as calculating medication dosages, interpreting medical designing networks, data transmission, and ensuring reliable imaging, and modeling the spread of diseases. internet connectivity. 16. Astronomy and Space Exploration: Precise mathematical 6. Transportation and Navigation: Mathematics is involved in calculations are essential for space missions, satellite designing transportation systems, optimizing routes for logistics, communication, and predicting celestial events. and enabling GPS navigation. 17. Medicine and Biotechnology: Mathematical modeling is 7. Economics and Finance: Mathematics plays a crucial role in used in drug development, medical imaging, and understanding analyzing financial markets, predicting economic trends, and complex biological systems. making investment decisions. 18. Education and Research: Mathematics forms the basis of 8. Music and Art: Musical harmony, rhythm, and scales are scientific research, enabling researchers to analyze data, based on mathematical relationships. Additionally, artists use formulate hypotheses, and draw conclusions. mathematical concepts in areas like perspective, geometry, and color theory. Patterns and Numbers in Nature and the World Some ways in which patterns and numbers manifest in 9. Probability and Risk: Understanding probabilities helps us nature assess risks and make informed decisions in areas such as and the world: insurance, gambling, and investment. 1. Fibonacci Sequence and Golden Ratio: 10. Sports and Games: Sports involve mathematical The Fibonacci sequence, where each number is the sum of the two calculations, statistics, and strategies. Even games like chess and preceding ones (1, 1, 2, 3, 5, 8, 13, etc.), appears in various natural Sudoku are built on mathematical principles. phenomena like the arrangement of leaves on plants and the spirals of shells. The ratio between successive Fibonacci numbers 11. Energy and Environment: Mathematics is used to model and approaches the golden ratio, an irrational number approximately analyze energy consumption, climate patterns, and environmental equal to 1.618, considered aesthetically pleasing and appears in changes. art, architecture, and design. 12. Social Sciences: Social scientists use statistical methods to 2. Fractals: Fractals are complex patterns that exhibit analyze survey data, conduct research, and study human behavior. self-similarity across different scales. They can be found in snowflakes, coastlines, mountain ranges, and even in the structure 13. Coding and Programming: Writing software involves of our lungs. mathematical logic and algorithms, enabling computers to execute tasks. 3. Symmetry: Symmetry is a fundamental concept in mathematics and is often observed in nature. Snowflakes, flowers, 14. Manufacturing and Production: Industries use and crystals exhibit symmetrical arrangements that are pleasing mathematical models to optimize production processes, minimize to the eye. waste, and improve efficiency. 4. Hexagonal Packing: Honeycombs are constructed in hexagonal patterns because this shape efficiently uses space while minimizing the amount of building material. Similarly, the cells in our bodies often adopt hexagonal packing for optimal efficiency. 14. Phyllotaxis: The arrangement of leaves, seeds, or petals on plants often follows specific numerical patterns, such as the 5. Prime Numbers: Prime numbers (numbers divisible only by 1 Fibonacci sequence, which allows efficient use of space and and themselves) are a mathematical curiosity that appears sunlight. seemingly randomly in the number sequence. They have applications in cryptography and are crucial for modern secure 15. Beehives and Ant Colonies Bees construct hexagonal communication. honeycombs, and ant colonies organize themselves in complex, efficient patterns, demonstrating optimization in their behavior. 6. Wave Patterns: Patterns created by waves in water, sound, and light exhibit mathematical relationships. Diffraction patterns, interference patterns, and resonance are all examples of how waves create ordered arrangements. 7. Planetary Orbits: Kepler's laws describe the elliptical paths FRACTALS of planets around the sun, demonstrating mathematical precision HEXAGONAL PACKING in celestial motion. 8. Chaos Theory: Chaos theory explores the behavior of systems that are highly sensitive to initial conditions. While seemingly random, chaotic systems exhibit underlying mathematical Mathematics helps predict the behavior of nature and patterns. phenomena in the world. 1. Describing Natural Phenomena: Mathematics allows us to 9. Crystal Lattices: Crystals form repeating patterns in their describe and quantify natural phenomena with precision. For atomic structure, creating various crystal lattice geometries such example, it helps us model the motion of objects, the behavior of as cubic, hexagonal, and rhombohedral. waves, the growth of populations, and the trajectories of celestial bodies. 10. Weather Patterns: Weather systems are influenced by mathematical principles of fluid dynamics and thermodynamics, 2. Pattern Recognition: Mathematics helps us identify patterns leading to the formation of patterns like hurricanes, tornadoes, within data and observations. This is particularly important in and cloud formations. fields like statistics and data analysis, where patterns and trends can provide valuable insights. 11. DNA and Genetic Patterns: The double helix structure of DNA is a repetitive pattern of nucleotides, which encodes genetic 3. Scientific Laws and Theories: Many scientific laws and information. theories are expressed using mathematical equations. These equations help capture the relationships between variables and 12. Molecular Arrangements: Molecules in various substances predict how they will interact under different conditions. Examples arrange themselves in orderly include Newton's laws of motion, Maxwell's equations in electromagnetism, and Einstein's equations in general relativity. 13. Gravity and Planetary Formations: The gravitational interactions between celestial bodies result in spherical shapes 4. Engineering and Technology: Mathematics is crucial in for planets and stars. designing and building technology. Engineers use mathematical principles to create structures, devices, and systems that function 3. Simulation and Modeling: Mathematical modeling allows us reliably and efficiently. Everything from bridges to smartphones to simulate and predict the behavior of complex systems. This is relies on mathematical concepts. used in fields such as aerodynamics, where simulations help design aircraft that are safe and efficient. 5. Computer Science and Algorithms: The digital world is deeply intertwined with mathematics. Algorithms, which form the 4. Medicine and Healthcare: Mathematics plays a role in foundation of computer programs, are essentially step-by-step medical imaging, diagnostics, and treatment planning. Techniques mathematical procedures. Fields like cryptography and artificial like medical imaging and simulations assist doctors in intelligence heavily rely on mathematical concepts. understanding and controlling physiological processes and diseases. 6. Predictive Modeling: Mathematics enables predictive modeling, where we can use existing data to forecast future 5. Environmental Management: Mathematics aids in trends or outcomes. This is used in fields like economics, understanding and managing environmental systems. Climate meteorology, and epidemiology. modeling, for example, helps us predict the impact of various factors on climate change and develop strategies for mitigation. 7. Quantifying Relationships: Mathematics allows us to quantify the relationships between different variables. This can 6. Energy Optimization: Mathematics is used to optimize help us make informed decisions based on data-driven insights. energy production and consumption. From designing more efficient engines to optimizing the placement of renewable energy 8. Aesthetics and Art: As mentioned earlier, mathematics, sources, mathematics helps us make the most of available particularly concepts like the golden ratio, can play a role in resources. understanding and creating aesthetically pleasing art and design. 7. Communication and Networking: Modern communication Mathematics helps control nature and occurrences in the systems, including the internet, rely on mathematical concepts for world for our own ends data transmission, encryption, and error correction. These systems Engineering and Technology: enable global connectivity and information exchange. 1. Mathematics is the foundation of engineering 8. Economics and Finance: Mathematical models are employed and technology: Engineers use mathematical in economics and finance to predict market trends, optimize principles to design and build structures, machines, resource allocation, and develop investment strategies. devices, and systems that serve human needs. From constructing bridges to designing smartphones, 9. Transportation and Logistics: Mathematics plays a key role mathematics is essential for creating functional and in optimizing transportation routes, minimizing fuel consumption, efficient technologies. and managing supply chains efficiently. 2. Control Systems: Control theory uses mathematical concepts 10. Agriculture and Food Production: Mathematical models to regulate the behavior of dynamic systems. This is crucial in aid in optimizing crop planting, irrigation, and harvesting to fields like robotics, automation, and manufacturing. By employing ensure efficient food production. mathematical algorithms, we can design systems that automatically adjust to achieve desired outcomes. 11. Manufacturing Processes: Mathematical analysis and simulations are used to enhance manufacturing processes, leading to higher quality products and reduced waste.  Reasoning: practice of starting ideas clearly and precisely to Mathematics has numerous applications in the world arrive at a conclusion. In our life, we often make judgments and making it indispensable: conclusions based on facts and observations. We have to know the Key areas where mathematics finds indispensable different ways of arriving at accurate conclusions. applications: Deductive reasoning is a logical process in which a conclusion 1. Science and Research: Mathematics provides the is based on the concordance of multiple premises that are language and tools for scientists to formulate theories, generally assumed to be true. It moves from general principles to design experiments, and analyze data. From physics to specific instances. biology, mathematics underpins our understanding of Syllogism - form of deductive reasoning where you arrive at a natural phenomena. specific conclusion by examining two other premises or ideas. 2. Technology and Engineering: Mathematics is the backbone of engineering and technology. It's used to design, develop, and optimize everything from electronic circuits and bridges to software and space probes. Example of Deductive Reasoning 3. Medicine and Healthcare: Medical imaging, diagnostics, Premise 1: All birds have feathers. treatment planning, and statistical analysis of clinical trials all Premise 2: A sparrow is a bird. rely on mathematical methods. Mathematical models also help Conclusion: Therefore, a sparrow has feathers. simulate biological processes for research and drug development. Premise 1: If you don't study, you will fail the exam. Premise 2: You didn't study. 4. Economics and Finance: Mathematical models help Conclusion: Therefore, I will fail the exam. economists understand market behavior, forecast economic Inductive reasoning- involves making broad generalizations trends, and develop policies. In finance, mathematics underlies based on specific observations or instances. This form of logical risk assessment, portfolio management, and derivative pricing. thinking moves from specific observations to broader generalizations and theories. In contrast to deductive reasoning, 5. Communication and Information Technology: From coding which starts with general principles and moves to specific and encryption to data compression and signal processing, conclusions,inductive reasoning begins with particular cases and mathematics is crucial for secure and efficient information expands to more universal statements. exchange. Example of Inductive Reasoning 6. Environmental Studies: Climate modeling, ecological Observation 1: The sun has risen in the east every morning so modeling, and environmental impact assessments all require far. mathematical techniques to understand complex natural systems. Conclusion: Therefore, the sun will rise in the east tomorrow. Example of Deductive Reasoning 7. Astronomy and Space Exploration: Mathematics allows us Mathematical Proofs: All even numbers greater than 2 can be to predict celestial events, calculate spacecraft trajectories, and expressed as the sum of two prime numbers. analyze data from distant galaxies. Geometry: If two angles in a triangle are equal, then the triangle is isosceles. Week 4 Reasoning: Algebra: If x + 3 = 7, then x = 4. Set Theory: If set A is a subset of set B, and set B is a subset of Quality Control: Finding defects in a batch of products may lead set C, then set A is a subset of set C. to the conclusion that the manufacturing process is flawed. Number Theory: If a number is divisible by 4, it is also divisible Educational Assessment: Seeing that students who participate by 2. in study groups score higher may conclude that study groups Calculus: The derivative of y = x^2 is y' = 2x enhance learning. Probability: If two events are independent, the probability of both occurring is the product of their individual probabilities. Integration with Other Topics Statistics: If a data set is normally distributed, approximately 68% of the data falls within one standard deviation of the mean. Inductive and deductive reasoning are interwoven with Linear Algebra: If two vectors are linearly dependent, one can be various other mathematical topics: expressed as a scalar multiple of the other. Logic and Proof Techniques: Deductive reasoning is Example of Inductive Reasoning: fundamental in constructing formal proofs, while inductive Data Analysis: After observing that the sales of ice cream reasoning aids in forming conjectures. increase in summer months every year, one might conclude that ice cream sales are influenced by the season. Statistics and Data Analysis: Inductive reasoning is crucial for making inferences from data, whereas deductive reasoning Pattern Recognition: Noticing that a sequence of numbers ensures the validity of statistical methods. increases by 2 each time, one may predict the next number in the sequence. Algebra and Number Theory: Both reasoning types are used in Scientific Research: Observing that a particular medication solving equations, proving theorems, and exploring number reduces symptoms in several patients leads to the hypothesis that properties. it may be effective generally. Calculus: Deductive reasoning underpins the derivation of Statistical Inference: Sampling a group of voters and finding a calculus principles, while inductive reasoning assists in identifying majority preference leads to the prediction of election outcomes. patterns and behaviors of functions. Machine Learning: Training an algorithm on data where cats Computer Science: Logical reasoning is essential in algorithm have whiskers leads the algorithm to identify new images of cats design (deductive) and machine learning (inductive). by detecting whiskers. Generalization of Reasoning Market Trends: Observing that a stock has increased in value Inductive and deductive reasoning are over several months may lead to the expectation that it will foundational to mathematical thinking and the continue to rise. scientific method. Deductive reasoning provides certainty when Behavioral Studies: Noticing that students who attend tutoring conclusions logically follow from premises, sessions perform better on tests may infer that tutoring improves making it essential for constructing rigorous academic performance. mathematical proofs and solving problems with defined parameters. Environmental Science: Recording rising global temperatures Inductive reasoning, while not guaranteeing over decades suggests a trend of global warming. truth, allows for the formulation of hypotheses, theories, and generalizations based on observed  patterns and data, facilitating discovery and - Reformulating the problem in your own words innovation. Week 5: Polya's 4-Steps in Problem Solving 2. Devise a Plan - Once the problem is understood, the next step is to formulate a strategy: George Pólya - a Hungarian mathematician who made Determine the strategy or method to solve the problem significant contributions to various fields in mathematics, Consider possible approaches such as drawing a diagram, making including probability, number theory, and combinatorics. a list, simplifying the problem, or using an equation - Best known for his book "How to Solve It," Select the most suitable method based on the problem's nature published in 1945, which introduced a systematic approach to problem-solving. 3. Carry Out the Plan - This step involves implementing the - Polya's 4-Steps: Introduced a widely known method chosen strategy: for problem-solving, designed to help individuals think - Implement the chosen strategy critically and approach problems methodically. - Work through the problem systematically, ensuring each step is followed correctly Polya's 4-Steps in Problem Solving provide a structured - Perform calculations and logical reasoning as needed method for tackling problems. These steps offer a 4. Look Back- The final step is crucial for verification and systematic approach to problem-solving that can be reflection: applied across various disciplines. - Review the solution to ensure it answers the problem - Check for any errors in reasoning or calculation 1. Understand the Problem -The first step involves thoroughly - Reflect on the solution process and consider grasping the problem at hand. This includes: alternative approaches or methods that could have - Identifying what is being asked been used - Determining the given information - Recognizing the conditions and constraints of the By following these four steps, problem-solvers can approach problem challenges in a structured and effective manner, increasing their chances of finding successful solutions.