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Course content
Sections:
14
•
Activities:
0
•
Resources:
148
- 001 Downloading and Setting up Python and PyCharm IDE UjKg gitir
- 002 Python For Absolute Beginners Setting up the Environment Anaconda mxOP gitir
- 003 Python For Beginners Variables Part 1 ot7V gitir
- 004 Python For Beginners Variables Part 2 4KfQ gitir
- 005 Python For Beginners Variables Part 3 CK4K gitir
- 006 Python For Beginners Lists maLf gitir
- 007 Python For Beginners Lists Part 2 z4BL gitir
- 008 Python For Beginners Lists Part 3 lF17 gitir
- 009 Python Conditions if if else and elif Part 1 2QR7 gitir
- 010 Python Conditions if if else and elif Part 2 xVUW gitir
- 011 Python Relational Operators Boolean operators HS0S gitir
- 012 Python For beginners Loops Iteration TRFM gitir
- 013 Python Programming Tutorial Loops part 1 Guess the number program uqII gitir
- 014 Python Programming Tutorial Loops part 2 Getting a random number KOHZ gitir
- 015 Python Programming Tutorial Loops part 1 Guess the number program Modified cm1P gitir
- 016 Python program to Find the Class Average AQiT gitir
- 017 Python Functions Demonstration MUbm gitir
- 018 Pass by reference vs value sHES gitir
- 019 Python Function Arguements Required Keyword Default RH4G gitir
- 020 Python For Loops Iteration Repetition jxOK gitir
- 021 Python File Handling Part 1 aJE3 gitir
- 022 Introduction to Software Design Problem Solving U4Px gitir
- 023 Software Design Flowcharts Sequence rKjE gitir
- 024 Software Design Repetition cs1w gitir
- 025 Flowcharts Questions and Answers Problem Solving T75E gitir
- 026 Add two numbers wD9I gitir
- 027 Selection Sort Algorithm x8sR gitir
- 028 Bubble Sort Algorithm qhJP gitir
- 029 Python hands On Tutorial 1 zh8Z gitir
- 030 Python hands On Tutorial 2 Built In Functions LSmQ gitir
- 031 Tutorial 3 if conditions 7RgM gitir
- 032 Tutorial 4 while loops LmVh gitir
- 034 Motivations for Machine Learning KgG8 gitir
- 035 Why Machine Learning dvt0 gitir
- 036 Downloading and Setting up Anaconda for Machine Learning x5nr gitir
- 037 Introduction to Google Colabs xIYq gitir
- 038 Univariate Linear regression Part 1 1PBX gitir
- 039 Univariate Linear regression Part 2 SBht gitir
- 040 Multivariate Linear Regression ToWh gitir
- 041 Logistic regression CqeW gitir
- 042 Naive Bayes Classifier nwDW gitir
- 043 Trees GC4U gitir
- 044 SVM yHlV gitir
- 045 Support Vector Machines Hands On with Google Colabs HfKT gitir
- 046 Decision Trees Hands On with Google Collabs mtoD gitir
- 047 Random Forest Hands On with Google Collabs ezs9 gitir
- 048 What is clustering in Machine Learning qECR gitir
- 049 K Means Clustering OUxI gitir
- 050 hands on K Means clustering with python step by step implementation SiGe gitir
- 051 K Means clustering Code walkthrough with Theory Practical 1tvo gitir
- 052 Introduction to Artificial Neural Networks EKdv gitir
- 053 Data Pre processing Scaling with a demonstration in python 0eMl gitir
- 054 Data Pre processing Normalization Binarization Standardization in Python 3UJH gitir
- 055 Feature Selection Techniques Univariate Selection uDhT gitir
- 056 SVM Hands On LGZf gitir
- 057 Trees Hands On TJOw gitir
- 058 Random Forest Hands On with Google Collabs uCkA gitir
- 059 Algorithms Introduction to Algorithms ojlu gitir
- 060 Entering the World of Algorithms k5j0 gitir
- 061 Algorithms Flowcharts Pseudocodes f3EW gitir
- 062 Algorithms Dynamic Connectivity BWKy gitir
- 063 Algorithms Dynamic Connectivity part 2 VPWF gitir
- 064 Algorithms Quick Find Eager Approach zd8l gitir
- 065 Algorithms Quick Find Demo Example from Princeton Uni jZKl gitir
- 066 Algorithms QuickFind Part 1 X1QV gitir
- 067 Algorithms QuickFind Part 2 efv2 gitir
- 068 Algorithm Analysis Part 1 BwOm gitir
- 069 Algorithm Analysis Part 2 Theoretical Analysis Big O Notation rNKr gitir
- 070 Algorithm Analysis Part 3 Big O Arithmetic ulBQ gitir
- 071 Sum of 3 problem and solution SyRu gitir
- 072 Selection Sort Algorithm 1rz1 gitir
- 073 Big O Big Omega and Big Theta Notation Lecture Tutorial Part 1 oZMK gitir
- 074 Big O Big Omega and Big Theta Notation Lecture Tutorial Part 2 KTIo gitir
- 075 Big O Big Omega and Big Theta Notation Lecture Tutorial Part 3 9O1E gitir
- 076 Big O Big Omega and Big Theta Notation Lecture Tutorial Part 4 yU9M gitir
- 077 Big O Big Omega and Big Theta Notation Lecture Tutorial Part 5 V2L0 gitir
- 082 What are GANs Generative Adversarial Networks GANs Q0NX gitir
- 083 Import TensorFlow and other libraries 3GRN gitir
- 084 Load and prepare the dataset JL0w gitir
- 085 Create the models The Generator jQQm gitir
- 086 Create the models The Discriminator 9YjT gitir
- 087 Define the loss and optimizers b2g0 gitir
- 088 Define the training loop qyCS gitir
- 089 Train the model Part juE4 gitir
- 090 Create a GIF QAAR gitir
- 091 GAN vs DCGAN difference PjqW gitir
- 092 Download the Source code jsCz gitir
- 093 Output qVXx gitir
- 094 Setting up the Environment Anaconda PoqR gitir
- 095 KERAS Tutorial Developing an Artificial Neural Network in Python Step by Step X6bY gitir
- 100 Major Java Features S1Kp gitir
- 101 JDK JRE JVM Platform Classloader m2vu gitir
- 102 Entering the Object oriented programming world Classes Objects Cu26 gitir
- 103 Classes Objects le4r gitir
- 104 Creating Objects from Classes RHoI gitir
- 105 Constructors myBV gitir
- 106 Methods parameter vs arguement C9ht gitir
- 107 Method Overloading htDb gitir
- 108 Method Overloading Demo FGlU gitir
- 109 Data Abstraction ZHYp gitir
- 110 Encapsulation 3Bjq gitir
- 111 Inheritance Aifx gitir
- 112 Inheritance Demo TlYe gitir
- 113 Inheritance instanceof Demo 95Bi gitir
- 114 Static XlbB gitir
- 115 Abstract Classes ZYl1 gitir
- 116 Nested Classes Inner Class JGNw gitir
- 117 Object Oriented Programming Lab Exercise 1 With Solution fLO6 gitir
- 118 Object Oriented Programming Lab Exercise 2 p44t gitir
- 119 Creating Threads Extending the Thread Class R4oi gitir
- 120 Creating Threads Using Runnable Interface 0krn gitir
- 121 getName getId getPriority setPriority 3 getState MIN PRIORITY NORM PRI zTVW gitir
- 122 Pausing the execution of a thread pA98 gitir
- 123 Synchronization Part 1 Method Synchronization 1IqL gitir
- 124 Synchronization Part 2 Synchronized Block UeAG gitir
- 125 Deadlock Threads wtyG gitir
- 126 Download Eclipse OhO1 gitir
- 127 I O Streams Introduction UW1M gitir
- 128 Byte Streams AIDd gitir
- 129 Byte Streams Demo zKtd gitir
- 130 Character Streams Demo 0HdI gitir
- 131 Creating Directories Avjy gitir
- 132 Listing Directories ZmN6 gitir
- 133 Java Object Serialization Write an object to a file tEqS gitir
- 134 Java Object Serialization Serialization Read an object from file rKqD gitir
- 135 Java Object Serialization Transient variable QFQe gitir
- 136 Java Garbage Collection Part 1 RGUe gitir
- 137 Java Garbage Collection Part 2 sU6x gitir
- 138 Exception Handling Introduction Ti2f gitir
- 139 Exception Handling Termination Demo ZeBL gitir
- 140 TryCatchDemo 2Gwc gitir
- 141 Multiple CatchBlock Demo BOsI gitir
- 142 TryAndFinally Demo 7U75 gitir
- 143 Introduction to Generics A1Z4 gitir
- 144 Arrays Part 1 HLGb gitir
- 145 Arrays Part 2 Insert search delete unordered array 6XIk gitir
- 146 ArrayList Demonstration xPfH gitir
- 147 Vector Lecture Demo 6iZr gitir
- 148 Find factorial of a number using recursion riJp gitir
- 149 Splitting the string using the split method jc8i gitir
- 150 Find the GCD Greatest Common Devisor 96NW gitir
- 151 String reverse example using recursion nTNL gitir
- 152 Java 9 New Features Guest Lecture 0KHZ gitir
- 153 Java 9 Interfaces What s New rsi4 gitir
- 156 Demo without voice Tik8 gitir
- 157 Demonstration with Step by step Guidance With voice dF4F gitir
- 159 Demo Sjve gitir
- 162 Demonstration nQiI gitir