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Operator
Ladies and gentlemen, good day, and thank you for standing by. Welcome to TAL Education Group's Fourth Quarter and Fiscal Year 2023 Earnings Conference Call. (Operator Instructions). I'd now like to hand the conference over to Mr. Jackson Ding, Investor Relations Director. Thank you. Please go ahead, sir.
Jackson Ding - IR Director
Thank you, operator. Thank you all for joining us today for TAL Education Group's Fourth Fiscal Quarter and Full Fiscal Year 2023 Earnings Conference Call. The earnings release was distributed earlier today, and you may find a copy on the company's IR website or through the newswires. During this call, you will hear from Mr. Alex Peng, President and Chief Financial Officer; and myself, Investor Relations Director. Following the prepared remarks, Mr. Peng and I will be available to answer your questions.
Before we continue, please note that today's discussions will contain forward-looking statements made under the safe harbor provisions of the U.S. Private Securities Litigation Reform Act of 1995. Forward-looking statements are subject to risks and uncertainties that may cause actual results to differ materially from our current expectations. Potential risks and uncertainties include, but are not limited to, those outlined in our public filings with the SEC. For more information about these risks and uncertainties, please refer to our filings with the SEC. Also, our earnings release and this call include discussions of certain non-GAAP financial measures. Please refer to our earnings release, which contains a reconciliation of the non-GAAP measures to the most directly comparable GAAP measures.
I would like to now turn the call over to Mr. Alex Peng. Alex, please go ahead.
Alex Peng - President & CFO
Thanks, Jackson. I appreciate you all for joining us on today's call. I would like to take this opportunity to share with you our progress for the fourth fiscal quarter, as well as review some key results from the full fiscal year 2023.
Let's start with our financial performance for the fourth fiscal quarter of 2023. We continued to improve our service offerings, develop new initiatives and progress our strategic transformation roadmap. As a result, for the fourth fiscal quarter ended February 28, 2023. We recorded USD 269 million and RMB 1.845 billion in net revenues for the quarter. The net revenues increased by 11% and 16% in RMB and USD terms compared to the third fiscal quarter, respectively. In terms of profitability, for the fiscal quarter ended on February 28, 2023, we recorded USD 18.1 million and USD 13.1 million in non-GAAP loss from operations and non-GAAP net loss attributable to TAL, respective.
For the full fiscal year of 2023, we recorded net revenues of more than USD 1 billion and generated positive non-GAAP operating profit. Fiscal year 2023 was a year of transformation for TAL. This was the first full fiscal year of our operations following the cessation of offering academic subjects to students from kindergarten through grade nine in the mainland of China. In fiscal year 2023, some of our newer initiatives, such as the enrichment learning, smart books and smart devices exhibited material development. While we are encouraged by these developments, we continue to upgrade our product offerings and improve our operational efficiency. We believe the combination of these efforts by our team and all of our partners laid a solid foundation for our long-term sustainable development.
As the industry evolves and technology advances, we'll endeavor to explore and seize new opportunities. At the same time, we would like to take this opportunity to express our gratitude to all of you for your continued support during our transformation journey. As the whole industry undergoes technological evolution, we look forward to TAL's next stage of development.
With that overview, I would like to hand the call over to Jackson. He will give you an update on the operational developments of our core business line and review our fourth fiscal quarter and fiscal year's financial results. After that, I'll give an update on our go forward strategy and plans for fiscal year 2024. We will then open the call for questions. Jackson, please go ahead.
Jackson Ding - IR Director
Thank you, Alex. I'm pleased to share some details on the progress we've made in our three main business lines this past quarter. Before we start, please note that the financial data are based on our unaudited results for the quarter.
First of all, let me talk about our Learning Services, which accounted for around 75% of our [net revenues](corrected by company after the call) this fiscal quarter.
Our enrichment learning programs continued to develop in this quarter and is our largest revenue contributor within learning services. The net revenues generated from the enrichment learning programs grew quarter-over-quarter, primarily as a result of an increase in long-term course learner enrollment. During this quarter, we have observed signs of recovery in offline activities, which has had a positive impact on offline enrichment learning services. As a result, we expanded our learning center network in this quarter. Going forward, we'll continue to manage our network expansion plan in accordance with market demand and business efficiency.
While our domestic learning services business continues on its development path. Think Academy, our overseas learning service business also maintained its growth momentum. For the fourth quarter of fiscal year 2023, Think Academy once again realized a year-over-year triple digit growth in both total revenues and long-term learner enrollments.
Moving on to our Content Solutions business, which accounted for more than 15% of total net revenues for the quarter. In this quarter, Content Solutions recorded year-over-year growth, driven by our product development and go-to-market capabilities. We continue to roll out new SKUs based on learner demand during different times of the year. In the fourth fiscal quarter, we launched a new smartphone that provides learners with a comprehensive and interactive learning experience for the winter break. A total of more than 400,000 copies have been sold in the fourth fiscal quarter.
A key element of our Content Solutions business is to combine quality learning content with product formats that applies innovative technology. In February, we launched Xueersi Xpad, an AI-driven learning device with an 11-inch screen display designed with eye protection function. The content library of Xpad includes both self-developed content and content from external partners. By combining intelligent functions such as personalized assessments, learners can have a personalized and interactive learning experience. We have been selling this product through live-streaming, e-commerce and other channels. We have received some positive feedback from our customers on this product, and we'll continue to upgrade the product based on user input and our understanding of the market.
With that overview, I would now like to walk you through our key financial results for the quarter..
Our net revenues totaled USD 269 million, representing a 50.3% decrease from USD 541.2 million in the same period last year. The decline in revenue was a result of the cessation of offering academic subjects to students from kindergarten through 9th grade in the mainland of China.
Cost of revenues decreased by 35.5% year-over-year to USD 127.7 millionï¼ from USD 198.1 million in the fourth quarter of fiscal year 2022. Non-GAAP cost of revenues, which excludes share-based compensation expenses, decreased by 36.9% to USD 124.9 million from USD 197.9 million in the fourth quarter of fiscal year 2022.
Gross profit decreased by 58.8% to USD 141.3 million from USD 343.1 million in the fourth quarter of fiscal year 2022.
Selling and marketing expenses decreased by 28% to USD 74.5 million from USD 103.5 million in the same period last year. Non-GAAP selling and marketing expenses, which excludes share-based compensation, decreased by 40.9% year-over-year to USD 66.9 million from USD 113.1 million in the same period last year. The year-over-year decrease was primarily the result of a reduced number of selling and marketing activities.
General and administrative expenses decreased by 47.1% to USD 112.2 million from USD 212.1 million in the fourth fiscal quarter last year. Non-GAAP general and administrative expenses, which excludes share-based compensation costs decreased by 52.5% year-over-year to USD 96.3 million from USD 202.5 million in the same period of fiscal 2022.
Loss from operations was USD 44.4 million compared with an income of USD 0.6 million in the fourth fiscal quarter of fiscal year 2022. Non-GAAP loss from operations, which excludes share-based compensation expenses, was USD 18.1 million compared with an income of USD 0.8 million in the same period of the prior fiscal year. The year-over-year decrease in operating loss was primarily a result of the cessation of offering academic subjects to students from kindergarten through 9th grade in mainland China, and annual investments with several initiatives in this quarter designed to support our business transition.
Net loss attributable to TAL was USD 39.4 million in this quarter, compared with a net loss of USD 108.1 million in the same period of the prior fiscal. Non-GAAP net loss attributable to TAL, which excludes share-based compensation expenses, was USD 13.1 million compared with a loss of USD 108.0 million in the same period of the prior fiscal year.
Turning to our balance sheet, as of February 28, 2023, we had USD 2.022 billion of cash and cash equivalents, USD 1.15 billion of short-term investments and USD 273 million in current and noncurrent restricted cash. Our deferred revenue balance was USD [237.4 million](corrected by company after the call) as of the end of the fourth fiscal quarter, comparing with USD 187.7 million as of February 28, 2022.
Turning now to the fiscal year 2023 financial results. Let me briefly review some key financials as follows.
Fiscal year net revenues decreased by 76.8% to USD 1,019.8 million. Gross profit decreased by [73.3%](corrected by company after the call) to USD 583.4 million. Loss from operations was USD 90.7 million in the fiscal year 2023 compared to the loss of operations of USD 614.5 million in the prior year. Non-GAAP income from operations, which excluded share-based compensation expense, was USD 17.8 million for the fiscal year 2023 compared to non-GAAP loss from operations of USD 439.7 million in fiscal year 2022.
Net loss attributable to TAL was USD 135.6 million in the fiscal year 2023 compared to the net loss attributable to TAL of USD 1,136.1 million in the previous fiscal year. Non-GAAP net loss attributable to TAL, which excluded share-based compensation expenses, was USD 27 million compared to non-GAAP [net loss](corrected by company after the call) attributable to TAL of USD 961.3 million in fiscal year 2022.
That concludes the financial highlights section.
I'll now hand the call back to Alex to briefly update you on our business strategy outlook. Alex, please go ahead.
Alex Peng - President & CFO
Thanks, Jackson. As we move into fiscal year 2024, I would like to share with you three key directions that are really special to our strategy.
First, in terms of execution of our current business, some of our businesses such as enrichment learning, really demonstrated the viable business model, while others are still in exploratory basis. As for the more mature businesses, we plan to balance growth and profitability, and manage our operational efficiency. But the business is still in exploratory phases, such as learning device, we'll focus more on product markets fit and creating value for our customers. We expect our overall revenue to exhibit year-over-year growth in FY24 and we'll manage our profitability closely.
Secondly, AI technologies have brought and continue to bring profound changes to the learning industry, particularly with regards to how content will be developed and how services will be delivered. The adoption of AI technologies will create a new paradigm in our industry and will presents significant opportunities as well as challenges. We'll continue to innovate our business, adopt new technologies and aim to seize new opportunities well for by this new wave of technology.
Last but not least, we look for ways to generate shareholder return. In the last 12 months, under the share repurchase program from April, 2022 through April, 2023. The company spent approximately USD 66.4 million to repurchase 17.9 million shares of its American depositary shares, representing 2.81% of total share outstanding on February 28, 2023. TAL's Board of Directors has authorized to extend its share repurchase program by 12 months.
As I come to the end of my prepared remarks, I'd just like to share with everyone that I've been doing quite some reading on artificial intelligence, academic papers, articles and actually books. And I actually found that particularly fitting quote that is widely attributed to Alan Kay, the American computer scientist who is often accredited for inventing objected oriented programming: the best way to predict the future is to invent it. The best way to predict the future is to invent it. We live in era where technology can evolve at unprecedented speed, and rather than reacting to the new opportunities brought forth by evolving technologies, we intend to proactively create them.
So that concludes my prepared remarks. Operator, we're now ready to open the call for questions.
Operator
Thank you. We will now begin the question and answer session. (Operator Instructions). Our first question comes from the line of Felix Liu from UBS.
Felix Liu - Research Analyst & Graduate Trainee
Thank you, Jackson, and thank you, Alex. I understand that we are investing a lot into the future, as you mentioned. And one of this area includes smart hardware. I noticed that you recently launched a new tablet and so a good development there. So I think my question is on the long-term addressable market for learning hardware. What do you think, and how big the market is? What is the unit economics that you would predict and what are the impact to our margin for the next fiscal year?
Alex Peng - President & CFO
Thanks, Felix. This is Alex. Let me take on that question. I think on the TAM question, we've obviously been reading and doing research. And I think if you go with the narrow definition of smart learning pad, we are looking at an annual shipment of about 4 to 5 million units per year. But I would also add to that, that the actual target market is not just that narrow definition of learning pad. We're obviously seeing a lot of tablet, general-purpose tablets are being used for the learning scenario. And if you add that to the total TAM, we're probably looking at maybe 10 million and even more of 10 million in terms of shipment. So this is a significant market in terms of TAM. Right now, I think our focus is really on optimizing the functionality of smart devices to enable students to use them more actively. We're also paying a lot of attention to managing the supply chain and optimizing costs. Right now, the business is really in it's pretty early stages. And we're confident that we'll have a positive impact on our revenue growth. So I hope that answers your question.
Felix Liu - Research Analyst & Graduate Trainee
Okay. Thank you.
Operator
Thank you. Our next question comes from the line of Howard Suen from Macquarie.
Howard Suen - Research Analyst
Can you hear me?
Jackson Ding - IR Director
Yes.
Howard Suen - Research Analyst
Okay. I wanted to ask on the company's cash balance. So I see that you have a strong cash balance continuing as before. What is going to be the future direction in terms of investments? And could you elaborate more on how and when you're going to progress with your share repurchase plan?
Jackson Ding - IR Director
Howard, thank you for the question. And this is Jackson. I'll take this one. We have about USD 3.4 billion in cash, cash equivalents, short-term investments and restricted cash, both current and non-current. In terms of use of cash, there are three main areas in this new fiscal year where we intend to use of cash. One is that some of the initiatives are still in exploratory phases, such as learning device, such as overseas learning services. So we'll continue to fund these initiatives. And secondly, as Alex talked about earlier, our industry is evolving, and new technologies are developing. So we'll seek opportunities to make strategic investments into adopting new technologies in our business. And lastly, we continue to look for ways to generate shareholder returns. We used about a total of USD 66 million in total considerations in the last year in our share buyback program. We'll continue to seek opportunities to generate return for our shareholders through our share buyback program. I hope that answers your question, Howard.
Howard Suen - Research Analyst
Yes. Thank you for the detailed explanation.
Operator
Here. Our next question comes from the line of Tommy Wong from CMS.
Tommy Wong - Research Analyst
Can you hear me?
Jackson Ding - IR Director
Yes.
Tommy Wong - Research Analyst
I just have 2 questions. First, can you share with us any operating data on the enrichment learning program? And my second question is that recently, investors have kind of a very mixed feeling about kind of consumption recovery in China, some good some bad. I'm just wondering what's your feel on the ground. And how is that looking going into the summer high season.
Jackson Ding - IR Director
Tommy, this is Jackson. I'll take this one. And just to clarify, the second part of your question was with regard to our perspective on consumer behaviors in China or consumption recovery in China? Was that your question?
Tommy Wong - Research Analyst
Yes. But kind of more to, obviously, to our business -- relating to our business, not the overall macro, obviously. Yes.
Jackson Ding - IR Director
Right. Got it. Okay. So I'll take the first part of your question first. Operating metrics for enrichment learning. I would say, if we look at the quarter-over-quarter trend, enrichment learning grew both in terms of revenue and long-term course learner enrollment. And if we look at retention, I would say at the current retention rate, enrichment Learning has a viable business model. Quarter-over-quarter retention rate has been fairly stable and various variants in retention rate across different subject areas for enrichment learnings has also been converging. With regards to the second part of your question, general consumption behavior, I'll just limit that question to how that reflects in our business. I would say in this last quarter, we did see some signs of increasing offline activities, and that has had a positive impact on our offline learning services business. I hope that answers your question, Tommy.
Operator
Thank you. Our next question comes from the line of Lucy Yu from Bank of America Securities.
Lucy Yu - Research Analyst
Alex and Jackson. This is Lucy from BofA. Two questions here. First of all, we are approaching the new year of FY24. Could you please give us some guidance on the outlook in terms of revenue and margins? And secondly is that on the enrichment courses or enrichment segments, how should we think about the expansion in the following year as well. So like how many teachers we are going to recruit, how many learning centers that we are going to expand.
Jackson Ding - IR Director
Thank you, Lucy, for the question. I'll take the second part -- this is Jackson again. I'll take the second part of the question first; in terms of expansion plan. I guess, first on the capacity side, we did expand our learning center network in this past quarter. And going forward, in the new fiscal year, we'll manage our expansion plan according to market demand and operating efficiency. You also asked about personnel and specifically teacher recruiting plans. I would just say that, that we do intend to recruit additional teachers and the pace at which we do that will primarily depend on our business progression for enrichment learning. Lucy, the first part of your question was about guidance for fiscal 24. I would just say, in fiscal 24, we do expect revenue to grow year-over-year, and we'll manage profitability closely. I hope that answers your question, Lucy.
Operator
Thank you. Our next question comes from the line of Liping Zhao from CICC.
Liping Zhao - Analyst
Sure. Alex and Jackson. So AI and large language model are really hot topic these days. Just wondering whether AIGP will change your business? And does the company have any specific product plans in the future?
Alex Peng - President & CFO
Thanks, Liping. This is Alex. Let me take this one on. I think the short answer is yes, yes. I think the long answer, I've actually been traveling overseas, spent about 10 days overseas very recently talking to a number of mature and evolved companies and start-ups, and really people in academics, in the technology area. I think there's a profound sense of how the long-term impact of generative AI and large language model moves to the learning space. I think purposefully speaking, humans have managed to help machines learn and this is very important. And this actually can combat and help us rethink and reimagine how we help other teams work. I think this is a very interesting but important context to this. Fundamentally, learning is based on knowledge and content, and this is exactly in the area of generative AI and large language models. So we think the impact will be very fundamental to the industry and to every learner's experience. TAL will for sure, actively and proactively embrace these changes. I think it's going to come in a few different areas. First of all, we are a large services provider and a number of operational efficiencies that come from utilizing large language model to assess to become essentially copilots to our teacher assistants and service providers. Secondly, as we mentioned before, we are also a content solutions provider. So again, there is going to be, I think, improvement in both the quality and quantity and then as a result, the operational efficiency in terms of content production. And thirdly, I think we really look forward to bringing a new type of interaction between students and content, based on the large language model and natural language interface. So all of these, I think, will have a pretty profound impact to the industry. Now I would hasten to add that this is going to be a journey. It's not going to happen tomorrow. It's going to be a continuous journey, and I think we're going to see the impact in the coming months and years to come. So Liping, I hope that answers your question.
Liping Zhao - Analyst
Got it.
Operator
Great. We have reached the end of the question-and-answer session. We thank you all very much for your questions. I'd now like to turn the conference back to the management team for closing remarks.
Jackson Ding - IR Director
Thank you, operator. One quick clarification before we end this call. Non-GAAP net loss attributable to TAL -- when I was going over the full fiscal year financial performance, I want to clarify that non-GAAP loss attributable to TAL, which excluded share-based compensation expenses, was USD 27.0 million compared to non-GAAP net loss attributable to TAL of USD 961.3 million in the fiscal year 2022. With that, thank you again for taking your time today, and we look forward to speaking with you next quarter.
Operator
This concludes today's conference call. Thank you for participating. You may now disconnect.