Blessing Akinbile’s Post

Day🎈 5/20. Statistics is an integral part of data science, and its reception varies greatly, especially among newcomers to the field. Some find it daunting, while others experience anxiety when confronted with statistical concepts. Learning, in general, is influenced by various factors such as learning style, cognitive abilities, and emotional state. 📌So, if you're having a "bad day" with learning: ✔Take a step back. ✔Breathe. ✔Seek support. ✔Try again. ✔Rinse and repeat. 🌟Remember, learning is a journey, and setbacks are a natural part of the process. Stay resilient and keep pushing forward! #20DaysinDSMLWithAA #GIT20DayChallenge #GITbootcamp #GirlsinTech #AfricanGirlsinTechBootcamp #GITBootcampCohort7 #AfricaAgility #GITBootcampCohort #GITBootcampC7Challenge

Day 9 of the 20 Days Challenge. For the past four weeks, I have been participating in the African Agility Cohort 7.0 Data Science and Machine Learning Bootcamp. This experience has been both challenging and rewarding, as I navigate through the complexities of the course material while striving to stay connected and engaged. Despite the obstacles, I am making steady progress and gaining valuable skills. From the beginning, I was enthusiastic about joining the program, eager to delve into the intricate world of data science and machine learning. The curriculum covers a wide range of topics, including data manipulation, statistical analysis, machine learning algorithms, and model evaluation. However, this excitement was soon met with several challenges. One significant difficulty has been staying connected with the course content. Theoretical concepts in data science and machine learning can be abstract and complex, making it tough to grasp them fully without practical application. Additionally, the fast-paced nature of the program means that new topics are introduced weekly, leaving little time to fully absorb and understand the material before moving on to the next subject. Technical issues also posed a barrier. Reliable internet connectivity is crucial for participating in online classes, accessing resources, and completing assignments. Any disruptions in connectivity can lead to missed lectures and delayed submissions, adding to the pressure of keeping up with the coursework. But despite these difficulties, I have found ways to manage and overcome them by connecting with my peers in this bootcamp, this has helped me to be able to exchange ideas and get clarifications on topics I am finding difficult to grasp. Thanks to our tutors who give us real-world problems to which we do practical application of what we have being taught through hands-on exercises, this has also helped me solidify my learning. By working on these real-world problems, I can see the direct application of theoretical concepts, which helps in retaining and comprehending the material better. #20DaysinDSMLWithAA #GIT20DayChallenge #DataScience #MachineLearning #AfricanAgilityCohort7 #LearningJourney #OvercomingChallenges #PersonalGrowth #FutureDataScientist #Resilience #HandsOnLearning

Ever since I embarked on this data science journey with Africa Agility Foundation, it's felt like diving into a vast ocean of code and emerging with newfound treasures each week! 🌊💻 From week 1 of the Africa Agility Girls In Tech BootCamp till now, I’ve been navigating through a sea of Python scripts, regression techniques, and machine learning models, and wow, what an adventure it’s been! 🚀✨ Here’s a peek into my data-fueled journey: Python Mastery: At first, it felt like learning a new language with a dictionary that had a mind of its own. But after wrestling with pandas and taming those lists and loops, I'm finally speaking Python fluently—no interpreter needed! 🐍📚 Regression Techniques: Who knew that playing around with data points could be so much fun? It's like being a detective, finding the best-fit line to crack the case. I’ve got my Sherlock hat on, and it’s been a data-sleuthing delight! 🕵️♀️🔍 Machine Learning Models: Building models felt like assembling IKEA furniture at first—lots of pieces and unclear instructions. But with patience (and less leftover screws), I'm now constructing models that actually make sense of the chaos! 🛠️🤖 Working with different datasets on my own has been the game-changer. It’s one thing to follow along in class, but when you’re solo with raw data, it’s a whole different ballgame. I've tackled datasets on everything from predicting housing prices to classifying flowers, and each one has given me a deeper understanding of the intricacies of data science. 🌸🏠 Every challenge has been a stepping stone, and each dataset a new mystery to solve. So, here’s to many more lines of code, countless data points, and the joy of that “aha!” moment when it all comes together. 📈✨ Stay tuned for more updates from my data science escapades. Onward and upward, one algorithm at a time! 🧠🚀 #20DaysInDSMLwithAA #GIT20DayChallenge #DataScience #MachineLearning #Python #GirlsInTech #AfricaAgility #DataJourney #CodeExplorer

🚀 Day #1 of a 20-day learning challenge!  I'm diving deep into the captivating world of Data Science and Machine Learning at Africa Agility Foundation. Why Data Science? 🔍 Data is Everywhere: In our data-driven world, information is abundant and growing exponentially. Organizations need a way to make sense of it all effectively. 🎯 Better Decisions: Data-driven decisions reign supreme! With data science, we can extract invaluable insights from complex datasets, guiding organizations towards smarter, more informed choices. 🛠️ Empowering Workflows and Tools: The field comes with workflows, cutting-edge tools, and applications 🔮 Predictive Power: From predicting market trends to anticipating customer behaviour, financial & weather forecasting, user behavior analysis, and more. 🌍 Beyond business, data science is up to social good. Whether it's predicting natural disasters or tackling global challenges like poverty, its applications for social impacts are boundless.  I remember the instructor, Esther Bunmi Micheal, telling us to think about some problem(s) we are going to solve with the data science knowledge we are going to learn 🤔🤔 This is just the beginning! Stay tuned for updates, insights, and a whole lot more! 📊✨ #DataScience #MachineLearning #LearningJourney #SkillsSharpening #TechSkills #Bootcamp #GITBootcampCohort #TechBootcamp #GITBootcampC7Challenge #20DaysinDSMLWithAA #GIT20DayChallenge

Day 81: Binary Trees Mastery 🌳 Unraveling the Complexity of Binary Trees As the sun rises on Day 81 of my #100DayChallenge, I find myself delving into the complex world of Binary Trees. Gone are the days of Makefile Utility; today, my focus is on understanding and implementing binary trees in C, a fundamental data structure in computer science. Binary Trees: A New Frontier Binary trees are a type of data structure that has two children, left and right. They are used for efficient searching and sorting, and they form the basis for more complex data structures like heaps and binary search trees. Today, I’ve been working on algorithms for traversing these trees, as well as operations like insertion and deletion. Group Project: A Collective Endeavor This journey isn’t solitary. Today’s challenge was a group project, a collective endeavor where we shared insights, swapped algorithms, and worked together to understand and implement binary trees. It was a day of collaboration and learning, a testament to the power of collective intelligence. Connect with me across the digital realms: Twitter: twitter.com/Tosinkuzzy GitHub: github.com/Tosinkuzzy LinkedIn: linkedin.com/in/tosinkuzzy YouTube: https://lnkd.in/dk-FtDpF TikTok: tiktok.com/tosinkuzzy Facebook: https://lnkd.in/dAa9qQ-z #Day81 #BinaryTrees #DataStructures #TechJourney #EvolutionOfCode #DigitalCraftsmanship #GrowthMindset #InnovateTogether #CuriosityUnleashed #CodingWithTosinkuzzy #ContinuousLearning #WebDevelopmentWizardry #webinfrastructure #AirbnbClone #LearningJourney #ContinuousImprovement #LearningOdyssey #ProfessionalDevelopment #InnovationAndGrowth #EndlessCuriosity #JourneyWithTosinkuzzy #StudyWithTosinkuzzy #DailyImprovement #Firewall

#20DaysinDSMLWithAA Day 14 and Going Strong in My DSML Challenge. Machine learning has been nothing but intriguing and fun! One of the topics we’ve recently explored is the Random forest - a machine learning algorithm that's like a forest of decision trees, each adding its own unique flair to the predictive process. It's like a team of lumberjacks, wielding their axes in perfect harmony to take down the data giants. And let me tell you, this computational forest has been full of surprises. Ensemble learning techniques, Bagging, and a whole lot of tree-based magic - it's like a well-choreographed dance, with each decision tree adding its own distinct moves. As the "choreographer" of this predictive performance, I've been learning to wrangle this unruly troupe into a cohesive, high-performing ensemble. But the real secret sauce? My amazing group members. These folks have been nothing short of encouraging, cheering me on like a rowdy audience at a tap-dancing competition. Their support has been the fertilizer that's nourished my coding prowess, helping me tackle the challenges with renewed vigor. So, if you're ever feeling lost in the digital woods, remember: surround yourself with a supportive group and embrace the random, unpredictable nature of machine learning. Who knows, you might just end up with a random forest so impressive, it could give the Amazon a run for its money. Thanks to Iniubong Efiong, Oluwatobi Oduyebo and Onyekachi (Osisiogu) Emenike for their time and supportive words during classes Grateful to Africa Agility Foundation. #20DaysinDSMLWithAA #GIT20DayChallenge #Linkedin #girltech #Datascience #Machinelearning #data #Africaagility Africa Agility Foundation Python with Datascience workshop

Earlier today, I rediscovered some old notes where I had outlined the steps and skills needed to become a data scientist. At the time, many of the concepts like feature engineering, machine learning, and model evaluation were still foreign to me. Yet, I had thoroughly documented them, anticipating the day when I would need to master these skills. Now, as I review those notes, I'm amazed at how much progress I've made. By building a strong foundation in programming, statistics, and data analysis through my involvement with the Africa Agility Foundation community, I've gained the context and problem-solving abilities to easily grasp these more advanced data science concepts. The act of writing down my goals and the necessary skills created a roadmap that I've been steadily working towards.   The transformation is a testament to the power of setting clear intentions and the continuous nature of the learning process.  I'm proud to see how far I've come. #Day15of20DaysinDSMLWithAA  #20DaysinDSMLWithAA #GIT20DayChallenge #AfricaAgility #GITBootcampCohort #DataScienceBootcamp #AfricanGirlsInTechBootcamp #GITBootcampC7Challenge

Today marks my second day in the #GIT20DaysChallenge at #AfricaAgility, and I am already diving into hands-on experience with JupyterLab, a widely used web-based interactive development environment for data science and machine learning. My journey so far has involved learning how to import files into JupyterLab, a crucial step in the data analysis process. After familiarizing myself with the platform's interface, I navigated to the desired directory within JupyterLab's file browser and clicked on the "Upload" button. Following the prompts, i selected the file i wanted to import and confirmed my selection by clicking "Open." JupyterLab then swiftly uploaded the file into my chosen directory, enabling me to access and analyze the data within. This accomplishment is an important milestone in my data science journey, as importing files is a fundamental aspect of data exploration and analysis. It serves as a testament to my dedication and eagerness to learn and grow as a data scientist. As I continue to build upon my data science skills, I would always remember to embrace challenges and remain curious, for it is through these experiences that i will truly thrive in this exciting field. Thank you #AfricaAgility and the amazing lecturers who are caring,loving and patient with us, knowing what the economy is saying. from the depth of my heart, I LOVE YOU #AfricaAgility. #GIT20DaysChallenge #GirlsinTech #GITBootcampCohort7 #Datascientists #20DaysinDSMLWithAA #Programmers

Day 83: Binary Trees Mastery 🌳 Unraveling the Complexity of Binary Trees As the sun rises on Day 83 of my #100DayChallenge, I find myself delving into the complex world of Binary Trees. Today, my focus is on understanding and implementing binary trees in C, a fundamental data structure in computer science. Binary Trees: A New Frontier Binary trees are a type of data structure that has two children, left and right. They are used for efficient searching and sorting, and they form the basis for more complex data structures like heaps and binary search trees. Today, I’ve been working on algorithms for traversing these trees, as well as operations like insertion and deletion. Group Project: A Collective Endeavor This journey isn’t solitary. Today’s challenge was a group project, a collective endeavor where we shared insights, swapped algorithms, and worked together to understand and implement binary trees. It was a day of collaboration and learning, a testament to the power of collective intelligence. Connect with me across the digital realms: Twitter: twitter.com/Tosinkuzzy GitHub: github.com/Tosinkuzzy LinkedIn: linkedin.com/in/tosinkuzzy YouTube: https://lnkd.in/d4daHw6R TikTok: tiktok.com/tosinkuzzy Facebook: https://lnkd.in/dAa9qQ-z #Day83 #BinaryTrees #DataStructures #TechJourney #EvolutionOfCode #DigitalCraftsmanship #GrowthMindset #InnovateTogether #CuriosityUnleashed #CodingWithTosinkuzzy #ContinuousLearning #WebDevelopmentWizardry #webinfrastructure #AirbnbClone #LearningJourney #ContinuousImprovement #LearningOdyssey #ProfessionalDevelopment #InnovationAndGrowth #EndlessCuriosity #JourneyWithTosinkuzzy #StudyWithTosinkuzzy #DailyImprovement #Firewall

📌I'm thrilled to share with my #LinkedIn family that I've started my journey with #Codebasics 3.0 #DataAnalyst bootcamp today! 📝 I'm looking forward to learning and growing my skills in data analysis with excellent mentors like #Dhaval Patel sir and #Hemanand sir🙏🏻. Can't wait to connect with fellow learners and professionals in the field. Let's stay updated on each other's progress and let's grow together! 🤞🏻☺️... #DataAnalyst #Bootcamp #LearningJourney #Codebasics #NursetoDataAnalyst #CareerTransition