Python Machine Learning algorithms can derive trends (learn) from data and make predictions on data by extrapolating on existing trends. Companies can take advantage of this to gain insights and ultimately improve business. Using Python Machine Learning scikit-learn, practice how to use Python Machine Learning algorithms to perform predictions on data. Learn the below listed algorithms, a small collection of available Python Machine Learning algorithms.
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Sets Introduction to Sets 00:01:00 Definition of Set 00:09:00 Number Sets 00:10:00 Set Equality 00:09:00 Set-Builder Notation 00:10:00 Types of Sets 00:12:00 Subsets 00:10:00 Power Set 00:05:00 Ordered Pairs 00:05:00 Cartesian Products 00:14:00 Cartesian Plane 00:04:00 Venn Diagrams 00:03:00 Set Operations (Union, Intersection) 00:15:00 Properties of Union and Intersection 00:10:00 Set Operations (Difference, Complement) 00:12:00 Properties of Difference and Complement 00:07:00 De Morgan's Law 00:08:00 Partition of Sets 00:16:00 Logic Introduction 00:01:00 Statements 00:07:00 Compound Statements 00:13:00 Truth Tables 00:09:00 Examples 00:13:00 Logical Equivalences 00:07:00 Tautologies and Contradictions 00:06:00 De Morgan's Laws in Logic 00:12:00 Logical Equivalence Laws 00:03:00 Conditional Statements 00:13:00 Negation of Conditional Statements 00:10:00 Converse and Inverse 00:07:00 Biconditional Statements 00:09:00 Examples 00:12:00 Digital Logic Circuits 00:13:00 Black Boxes and Gates 00:15:00 Boolean Expressions 00:06:00 Truth Tables and Circuits 00:09:00 Equivalent Circuits 00:07:00 NAND and NOR Gates 00:07:00 Quantified Statements - ALL 00:08:00 Quantified Statements - THERE EXISTS 00:07:00 Negations of Quantified Statements 00:08:00 Number Theory Introduction 00:01:00 Parity 00:13:00 Divisibility 00:11:00 Prime Numbers 00:08:00 Prime Factorisation 00:09:00 GCD & LCM 00:17:00 Proof Intro 00:06:00 Terminologies 00:08:00 Direct Proofs 00:09:00 Proofs by Contrapositive 00:11:00 Proofs by Contradiction 00:17:00 Exhaustion Proofs 00:14:00 Existence & Uniqueness Proofs 00:16:00 Proofs by Induction 00:12:00 Examples 00:19:00 Functions Intro 00:01:00 Functions 00:15:00 Evaluating a Function 00:13:00 Domains 00:16:00 Range 00:05:00 Graphs 00:16:00 Graphing Calculator 00:06:00 Extracting Info from a Graph 00:12:00 Domain & Range from a Graph 00:08:00 Function Composition 00:10:00 Function Combination 00:09:00 Even and Odd Functions 00:08:00 One to One (Injective) Functions 00:09:00 Onto (Surjective) Functions 00:07:00 Inverse Functions 00:10:00 Long Division 00:16:00 Relations Intro 00:01:00 The Language of Relations 00:10:00 Relations on Sets 00:13:00 The Inverse of a Relation 00:06:00 Reflexivity, Symmetry and Transitivity 00:13:00 Examples 00:08:00 Properties of Equality & Less Than 00:08:00 Equivalence Relation 00:07:00 Equivalence Class 00:07:00 Graph Theory Intro 00:01:00 Graphs 00:11:00 Subgraphs 00:09:00 Degree 00:10:00 Sum of Degrees of Vertices Theorem 00:23:00 Adjacency and Incidence 00:09:00 Adjacency Matrix 00:16:00 Incidence Matrix 00:08:00 Isomorphism 00:08:00 Walks, Trails, Paths, and Circuits 00:13:00 Examples 00:10:00 Eccentricity, Diameter, and Radius 00:07:00 Connectedness 00:20:00 Euler Trails and Circuits 00:18:00 Fleury's Algorithm 00:10:00 Hamiltonian Paths and Circuits 00:06:00 Ore's Theorem 00:14:00 The Shortest Path Problem 00:13:00 Statistics Intro 00:01:00 Terminologies 00:03:00 Mean 00:04:00 Median 00:03:00 Mode 00:03:00 Range 00:08:00 Outlier 00:04:00 Variance 00:09:00 Standard Deviation 00:04:00 Combinatorics Intro 00:03:00 Factorials 00:08:00 The Fundamental Counting Principle 00:13:00 Permutations 00:13:00 Combinations 00:12:00 Pigeonhole Principle 00:06:00 Pascal's Triangle 00:08:00 Sequence and Series Intro 00:01:00 Sequence 00:07:00 Arithmetic Sequences 00:12:00 Geometric Sequences 00:09:00 Partial Sums of Arithmetic Sequences 00:12:00 Partial Sums of Geometric Sequences 00:07:00 Series 00:13:00
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You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Maths Teacher Complete Training Diploma. It is available to all students, of all academic backgrounds. Requirements Our Maths Teacher Complete Training Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 14 sections • 68 lectures • 07:36:00 total length •Lecture 1 Introduction: 00:02:00 •Lecture 2 Multiplying any digit number by 11, 22, and 33: 00:09:00 •Lecture 3 Integers and ordering of integers: 00:06:00 •Lecture 4 Addition and Subtractions of Integers: 00:07:00 •Lecture 5 Operations on Integers: 00:04:00 •Lecture 6 Multiplication and Division of Integers: 00:04:00 •Lecture 7 Powers of Integers (Exponents): 00:04:00 •Lecture 8 Complete knowledge about factors and multiples: 00:06:00 •Lecture 9 Divisibility tests for 2,3,4,5,6: 00:07:00 •Lecture 10 Divisibility rules 7,8,9,10,11: 00:06:00 •Lecture 11 Prime Factorization: 00:06:00 •Lecture 12 Highest Common Factor HCF: 00:10:00 •Lecture 13 Least Common Multiple LCM: 00:16:00 •Lecture 14 Relation between LCM and HCF: 00:04:00 •Lecture 15 Classification of Fractions: 00:04:00 •Lecture 16 Convert mixed to improper and improper to mixed fractions: 00:03:00 •Lecture 17 Equivalent Fractions: 00:04:00 •Lecture 18 Comparing Fractions after converting to like fractions: 00:09:00 •Lecture 19 Reducing a fraction to lowest term: 00:04:00 •Lecture 20 Addition and subtraction OF fractions: 00:08:00 •Lecture 21 Multiplication and division of fractions: 00:11:00 •Lecture 22 Word problems on fractions: 00:16:00 •Lecture 23 BODMAS and rules to remove brackets: 00:03:00 •Lecture 24 Simplify expressions using BODMAS rules: 00:05:00 •Lecture 25 Simplify expressions involving fractions using BODMAS: 00:07:00 •Lecture 26 Decimal numbers in relation to fractions: 00:08:00 •Lecture 27 Like and unlike Decimals: 00:05:00 •Lecture 28 Ordering of Decimal numbers: 00:10:00 •Lecture 29 Addition and subtraction of Decimal: 00:07:00 •Lecture 30 Multiplication of Decimal: 00:03:00 •Lecture 31 Division of Decimal: 00:05:00 •Lecture 32 Rational number: 00:02:00 •Lecture 33 Representation of Rational Numbers on Number line: 00:04:00 •Lecture 34 Determining which fraction is terminating or non terminating: 00:05:00 •Lecture 35 shortcut method of writing decimal expansion of fraction to decimal: 00:08:00 •Lecture 36 Rounding to whole number: 00:06:00 •Lecture 37 Rounding to required number of decimals (1 d.p. ): 00:05:00 •Lecture 38 rounding to significant digits: 00:07:00 •Lecture 39 Practice question on three methods of approximation: 00:05:00 •Lecture 40 Estimation: 00:05:00 •Lecture 41 Scientific Notation: 00:07:00 •Lecture 42 Operation on numbers when they are in scientific notation: 00:06:00 •Lecture 43 Percentage to fraction and fraction to percentage: 00:06:00 •Lecture 44 Percentage of a quantity and conversation to decimal: 00:06:00 •Lecture 45 Expressing one quantity as percentage of another quantity: 00:06:00 •Lecture 46 Finding increase decrease percent: 00:05:00 •Lecture 47 Uses of percentages-Word Problems: 00:09:00 •Lecture 48 Ratio- How to express as simple ratio: 00:09:00 •Lecture 49 How to compare Ratios: 00:04:00 •Lecture 50 Word problems on finding ratios: 00:07:00 •Lecture 51To divide a given quantity into a given Ratio: 00:11:00 •Lecture 52 Proportion: 00:04:00 •Lecture 53 Practice problems on Proportion: 00:06:00 •Lecture 54 Continued proportion: 00:06:00 •Lecture 55 Direct Variation ( or proportion): 00:04:00 •Lecture 56 Problems based on Direct proportion: 00:10:00 •Lecture 57 Inverse Variation ( or proportion): 00:10:00 •Lecture 58 Multiple Ratios: 00:10:00 •Lecture 59 Basics - Profit and Loss: 00:04:00 •Lecture 60 More practice problems on Profit & Loss: 00:06:00 •Lecture 61 Selling price formula and Problems: 00:04:00 •Lecture 62 Cost price formula and Problems: 00:03:00 •Lecture 63 Higher problems on Profit and Loss: 00:08:00 •Lecture 64 Basics - Discount.mp4: 00:05:00 •Lecture 65 Practice problems on Discount: 00:04:00 •Lecture 66 Tax: 00:06:00 •Mock Exam - Maths Teacher Complete Training Diploma: 00:20:00 •Final Exam - Maths Teacher Complete Training Diploma: 00:20:00
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